THE HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY香港科技大學
香港科技大学 · CAIL 人工智能与法律研究中心
//

Yike Guo

Provost; Chair Professor · Computer Science and Engineering; Electronic and Computer Engineering

Biography

Professor Yike Guo assumed office as the Provost of the Hong Kong University of Science and Technology (HKUST) on December 1, 2022. He is concurrently a Chair Professor in the Department of Computer Science and Engineering as well as the Department of Electronic and Computer Engineering. Since 2024, he also serves as the Director of Hong Kong Generative AI Research and Development Center (HKGAI) which is one of the research centers under the InnoHK program, a key initiative of the Hong Kong SAR Government.

Professor Guo received his first-class honours degree in Computing Science from Tsinghua University in 1985 and obtained his PhD degree from Imperial College London in 1994. He has been a full Professor in Department of Computing of Imperial College London since 2002. He was the Founding Director of the Data Science Institute at Imperial College London since 2014. In 2015 – 2020, Professor Guo was appointed as Non-Executive Dean of the School of Computer Engineering and Science in Shanghai University, and he is now the Honorary Dean of the School. Prior to joining HKUST, Professor Guo was the Vice President (Research and Development) and the Dean of Graduate School at Hong Kong Baptist University (HKBU) since 2020.

Professor Guo is a world-leading computer scientist with research focuses on machine learning and data mining for large-scale scientific applications including distributed data mining methods, machine learning and informatics systems for biology, chemistry, geophysics, healthcare, environment, economy, finance, social media, creative design and art.

Professor Guo is Fellow of Royal Academy of Engineering (FREng), a Member of Academia Europaea (MAE), Fellow of Hong Kong Academy of Engineering Sciences (FHKEng), Fellow of the Institute of Electrical and Electronics Engineers (FIEEE), Fellow of British Computer Society (FBCS), and Fellow of Chinese Association for Artificial Intelligence (FCAAI).

Professor Guo has extensive experience in working with industries. He has led the development of start-up companies and worked with leading international companies such as GSK, Pfizer, Roche, KPMG, Huawei and the BBC on large research projects and consulting services.

Professor Guo has served on the editorial board of many first-tier journals. He is the Editor-in-Chief of Annual Reviews of Data Sciences (World Scientific) , and Artificial Intelligence for Engineering (journal) ; and Deputy Editor-in-Chief of CAAI Transactions on Intelligent Systems (the official journal of CAAI) , Machine Intelligence Research (Springer) .

Professor Guo was awarded the Outstanding Contribution Award of the 2022 Wu Wenjun Artificial Intelligence Science and Technology Award, which is considered to be the highest award for Chinese AI science and technology. He was also named "Leader of the Year 2024" in the Education/Professional/Technology and Innovation category from Sing Tao News Corporation for his transformative contributions to education and technological innovation in Hong Kong. In November 2025, Professor Guo was elected as an International Member of the Chinese Academy of Engineering (CAE) in recognition of his exceptional contributions to the Information and Electronics Engineering Division. The CAE is the nation's highest academic institution in engineering sciences and technology, and membership is considered as the highest lifelong academic honor in the field.

Professor Guo is dedicated to contributing to the advancement of the University with his international vision, creative mind, and entrepreneurial spirit. He is playing a key role in leading the university to achieve its strategic goals through talent development, cross-sector collaboration, interdisciplinary research and education. He also works closely with different stakeholders to take HKUST to its next level of excellence.

Research Interests

  • Data mining
  • Machine learning
  • Large-scale data management

Publications and Working Papers

2026

  1. Yu, Zhenyao; Liu, Yue; Liu, Zitu; Yang, Zhengwei; Guo, Yike; Liu, Qun; Wang, Guoyin. (2026). Adaptive weighted disentangling variational autoencoder with fine-grained feedback. Engineering Applications of Artificial Intelligence, v. 176, (Part 1), article number 114623. Source
  2. LU, Guoying; HAN, Sirui; GUO, Yike. (2026). AI as skills governance: reconfiguring authority and ethics in China’s TVET reform. Asian Review of Political Economy, v. 5, (1), article number 12. Source
  3. Qi, Xingqun; Zhang, Hengyuan; Wang, Yatian; Pan, Jiahao; Liu, Chen; Sun, Muyi; Xue, Wei; Zhang, Shanghang; Han, Sirui; Liu, Qifeng; Guo, Yike. (2026). CoCoGesture: Towards coherent co-speech 3D gesture generation in the wild. Information Fusion, v. 126, article number 103613. Source
  4. Zhang, Yalan; Guo, Yike; Zhou, Yuanyuan. (2026). GrainBot: Quantifying multi-variable microstructure disorder in materials. Matter, v. 9, (3), article number 102626. Source
  5. Liu, Xinyu; He, Yingqing; Guo, Lanqing; Li, Xiang; Jin, Bu; Li, Yan; Chan, Chi Min; Xue, Wei; Luo, Wenhan; Liu, Qifeng; Guo, Yike. (2026). HiPrompt: Tuning-free Higher-Resolution Generation with Hierarchical MLLM Prompts. International Journal of Computer Vision, v. 134, (4), article number 147. Source
  6. Zhou, Yujin; Huang, Yidan; Han, Sirui; Guo, Yike. (2026). How well can large language model agents simulate complex legal dispute resolution?. Artificial Intelligence and Law. Source
  7. Wang, Pan; Zhang, Xun; Wei, Liyan; Childs, Peter; Jia Wang, Stephen; Guo, Yike; Kleinsmann, Maaike. (2026). Human-AI co-ideation via combinational generative model. Journal of Engineering Design, v. 37, p. 458-494. Source
  8. Li, Zexi; Li, Zhiqi; Lin, Jie; Shen, Tao; Xiao, Jun; Guo, Yike; Lin, Tao; Wu, Chao. (2026). Improving model fusion by training-time neuron alignment with fixed neuron anchors. IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 48, (3), p. 2186-2199, article number 11214255. Source
  9. Chen, Wanyi; Wang, Junhao; Zhang, Yiwei; Shi, Yufan; Jiang, Tianyi; Zhou, Shengxian; Wu, Chenxu; Zhang, Andi; Zhou, Chenyue; Wang, Minxuan; Liu, Xinyu; Hao, Xiaoshuai; Wu, Yinan; Li, Yichen; Hu, Yuwei; Cao, Zhao; Lu, Yang; Li, Mengke; Ma, Yanbiao; Lu, Zhiwu; Han, Jungong; Guo, Yike. (2026). On-device large language models: a survey of model compression and system optimization. Artificial Intelligence Review, v. 59, (9), p. 1-60, article number 191. Source
  10. LI, Lujun; LI, Dezhi; LIN, Cheng; LI, Wei; XUE, Wei; HAN, Sirui; GUO, Yike. (2026). AIRA: Activation-Informed Low-Rank Adaptation for Large Models. Proceedings - 2025 IEEE/CVF International Conference on Computer Vision, ICCV 2025, Institute of Electrical and Electronics Engineers Inc., 2026, p. 1729-1739article number 11443612. Source
  11. Tian, Zeyue; Yang, Binxin; Liu, Zhaoyang; Zhang, Jiexuan; Yuan, Ruibin; Yin, Hubery; Chen, Qifeng; Li, Chen; Lyu, Jing; Xue, Wei; Guo, Yike. (2026). Audio-Omni: Extending Multi-modal Understanding to Versatile Audio Generation and Editing. Proceedings - SIGGRAPH 2026 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2026, p. 1-10article number 193. Source
  12. TIAN, Zeyue; LIU, Zhaoyang; JIN, Yizhu; YUAN, Ruibin; Xue, Liumeng; Tan, Xu; CHEN, Qifeng; XUE, Wei; GUO, Yike. (2026). AudioX: A Unified Framework for Anything-to-Audio Generation. Paper presented at The 14th International Conference on Learning Representations (ICLR 2026), Rio de Janeiro, Brazil. Source
  13. Chan, Chi-Min; Zhu, Han; Jiang, Chunyang; JI, jiaming; Dai, Juntao; Xue, Wei; Han, Sirui; Guo, Yike. (2026). Benchmarking Fine-Grained Error Detection in Multimodal Reasoning. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics / edited by Liakata Maria; Moreira Viviane P.; Zhang Jiajun; Jurgens David. 2026, p. 44672-44702. Source
  14. GU, Hao; LI, Lujun; ZHU, Qiyuan; HAN, Sirui; GUO, Yike. (2026). Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs. Paper presented at The 14th International Conference on Learning Representations (ICLR 2026), Rio de Janeiro, Brazil. Source
  15. GU, Hao; LI, Lujun; Wang, Hao; WANG, Lei; Wang, Zheyuan; Liu, Bei; Liu, Jiacheng; ZHU, Qiyuan; HAN, Sirui; GUO, Yike. (2026). Btc-llm: Efficient sub-1-bit llm quantization via learnable transformation and binary codebook. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics / edited by Liakata Maria; Moreira Viviane P.; Zhang Jiajun; Jurgens David . San Diego, California, United States: Association for Computational Linguistics (ACL), 2026, p. 23274-23294. Source
  16. QI, Xingyue; LIU, Chengzhong; LONG, Xiangyu; KOU, Zhizhuo; HAN, Sirui; GUO, Yike. (2026). CareerCraft: Supporting New Graduates on Job Hunting with LLM-Assisted Self-Construction of Career Profile. Paper presented at ACM Conference on Human Factors in Computing Systems (CHI 2026), Barcelona, Spain. Source
  17. LI, Yan; Liu, Lin; Zhang, Xiaopeng; XUE, Wei; LUO, Wenhan; GUO, Yike; Tian, Qi. (2026). CogniEdit: Dense Gradient Flow Optimization for Fine-Grained Image Editing. Proceedings - 39th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2026, Institute of Electrical and Electronics Engineers Inc., 2026,. Source
  18. HUANG, Yidan; HAN, Sirui; GUO, Yike. (2026). Deepfakes as Systemic Risk at the Media-Law Boundary: A Technology Neutral Assessment - A Google News-Based Comparative Analysis (2017-2025). Paper presented at 76th Annual International Communication Association (ICA) Conference (#ICA26), Cape Town, South Africa. Source
  19. HUANG, Yidan; CHEN, Long; HAN, Sirui; GUO, Yike. (2026). Do Large Language Models Replicate Value-Laden Judicial Reasoning? Evidence from Domestic Violence Adjudication in China. Paper presented at 2nd Conference on Empirical Legal Studies Global Brazil 2026 (CELS Global Brazil 2026), São Paulo, Brazil. Source
  20. LI, Lujun; LIN, Cheng; LI, Dezhi; Huang, You Liang; LI, Wei; Wu, Tianyu; ZHOU, Jie; XUE, Wei; HAN, Sirui; GUO, Yike. (2026). Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation. Proceedings of IEEE International Conference on Computer Vision (ICCV), Institute of Electrical and Electronics Engineers Inc., 2026, p. 22252-22262article number 11445357. Source
  21. Bai, Hongbo; ZHOU, Yujin; Wu, Yile; CHAN, Chi-min; WEN, Pengcheng; Pan, Kunhao; HAN, Sirui; GUO, Yike. (2026). Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning. Findings of the Association for Computational Linguistics: ACL 2026 / edited by Liakata Maria; Moreira Viviane P.; Zhang Jianjun; Jurgens David. San Diego, California, United States: Association for Computational Linguistics (ACL), 2026, p. 34044-34062. Source
  22. Jin, Yizhu; Ye, Zhen; Tian, Zeyue; Liu, Haohe; Kong, Qiuqiang; Guo, Yike; Xue, Wei. (2026). Inference-time Scaling for Diffusion-based Audio Super-resolution. Proceedings of the AAAI Conference on Artificial Intelligence / edited by Koenig Sven; Jenkins Chad; Taylor Matthew E.. Association for the Advancement of Artificial Intelligence, 2026, p. 14982-14990. Source
  23. Wang, Hao; GU, Hao; Piao, Hongming; Gong, Kaixiong; YE, Yuxiao; Yue, Xiangyu; HAN, Sirui; GUO, Yike; Wu, Dapeng. (2026). Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics (ACL), 2026,. Source
  24. DENG, Ning; ZHOU, Qinyi; ZHUO, Yuchao; Xue, Wei; GUO, Yike. (2026). Lighthouse: A Self-Reconfiguring Sociotechnical Infrastructure for the Unforeseen Long-Tail of Urban Crisis. CHI EA '26: Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems / edited by Oliver Nuria; Shamma David A.; Candello Heloisa; Cesar Pablo; Lopes Pedro; Artizzu Valentino; Draxler Fiona; Lopez Gustavo; Reinschluessel Anke V.; Tong Xin; Toups Dugas Phoebe O.. Association for Computing Machinery, 2026, p. 1–6article number 434. Source
  25. LIU, Yulong; XU, Hua; CAI, Yiyang; JIANG, Chunyang; HAN, Sirui; GUO, Yike. (2026). Modeling the Brain's Grammar: ROI-Guided fMRI Pretraining for Transferable and Interpretable Vision Decoding. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, p. 6900-6909. Source
  26. CHAN, Chi-min; ZHOU, Yujin; WEN, Pengcheng; Yin, Boqin; JI, jiaming; DAI, Juntao; XUE, Wei; HAN, Sirui; GUO, Yike. (2026). Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics (ACL), 2026, p. 13962-13984. Source
  27. ZHU, Qiyuan; LI, Dezhi; LI, Lujun; QIN, Xiaoyu; LI, Wei; GU, Hao; XU, Hua; HAN, Sirui; GUO, Yike. (2026). Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging. Proceedings of the AAAI Conference on Artificial Intelligence, v. 40, (41), p. 35213-35221. Source
  28. Li, Yan; Wang, Zhenyi; Li, Guanghao; Xue, Wei; Luo, Wenhan; Guo, Yike. (2026). Pixel-Perfect Puppetry: Precision-Guided Enhancement for Face Image and Video Editing. The 14th International Conference on Learning Representations, 2026,. Source
  29. GU, Hao; Wang, Hao; LIU, Jiacheng; LI, Lujun; ZHU, Qiyuan; Liu, Bei; Xu, Binxin; WANG, Lei; Yang, Xintong; LIN, Sida; HAN, Sirui; GUO, Yike. (2026). QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch. Paper presented at The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), San Diego, United States. Source
  30. Han, Sirui; Zhang, Yuyao; Huang, Yidan; Li, Xueyan; Liu, Chengzhong; Guo, Yike. (2026). Reimagining Legal Fact Verification with GenAI: Toward Effective Human-AI Collaboration. CHI '26: Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems / edited by Oliver Nuria; Shamma David A.; Candello Heloisa; Cesar Pablo; Lopes Pedro; Bozzon Alessandro; Kosch Thomas; Liao Vera; Ma Xiaojuan; Artizzu Valentino; Draxler Fiona; Lopez Gustavo; Reinschluessel Anke V.; Tong Xin; Toups Dugas Phoebe O.. Association for Computing Machinery, 2026, p. 1-15article number 384. Source
  31. Jiang, Chunyang; Zhang, Yonggang; Cai, Yiyang; Chan, Chi-Min; Liu, Yulong; Chen, Mingming; Xue, Wei; Guo, Yike. (2026). Semantic Voting: A Self-Evaluation-Free Approach for Efficient LLM Self-Improvement on Unverifiable Open-ended Tasks. 14th International Conference on Learning Representations, ICLR 2026, 2026,. Source
  32. Zeng, Min; Chen, Xi; Yang, Haiqin; Guo, Yike. (2026). Sparse Adapter Fusion for Continual Learning in NLP. Long Papers / edited by Demberg Vera; Inui Kentaro; Marquez Villodre Lluis. Association for Computational Linguistics (ACL), 2026, p. 852-863. Source
  33. Mi, Yuan; Wang, Qi; Hu, Xueqin; Guo, Yike; Wen, Ji Rong; Liu, Yang; Sun, Hao. (2026). Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature Enhancement. KDD 2026 - Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, Association for Computing Machinery, 2026, p. 1066-1077. Source
  34. Li, Lujun; Zhu, Qiyuan; Wang, Jiacheng; Qin, Xiaoyu; Li, Wei; Gu, Hao; Han, Sirui; Guo, Yike. (2026). Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging. Proceedings of the AAAI Conference on Artificial Intelligence / edited by Koenig Sven; Jenkins Chad; Taylor Matthew E.. Association for the Advancement of Artificial Intelligence, 2026, p. 22994-23002. Source
  35. Liu, Che; Ouyang, Cheng; Chen, Yinda; Quilodrán-Casas, César; Ma, Lei; Fu, Jie; Guo, Yike; Shah, Anand; Bai, Wenjia; Arcucci, Rossella. (2026). T3D: Advancing 3D Medical Vision-Language Pre-Training by Learning Multi-View Visual Consistency. Proceedings - 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCV-W 2025, Institute of Electrical and Electronics Engineers Inc., 2026, p. 6763-6773. Source
  36. LI, Mengfei; LI, Peng; ZHANG, Zheng; LU, Jiahao; ZHAO, Chengfeng; XUE, Wei; LIU, Qifeng; Peng, Sida; ZHANG, Wenxiao; LUO, Wenhan; LIU, Yuan; GUO, Yike. (2026). UniSH: Unifying Scene and Human Reconstruction in a Feed-Forward Pass. Paper presented at IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), Colorado , United States. Source
  37. PENG, Siyu; HAN, Sirui; GUO, Yike. (2026). When AI Manipulates: Context-Dependent Effect and the Psychology of University Student Trust on Social Media. Paper presented at 76th Annual Conference of the International Communication Association (ICA 2026), Cape Town, South Africa. Source
  38. LU, Guoying; HAN, Sirui; GUO, Yike. (2026). When Data Speaks for the North: Generative AI, Corpus Inequality, and the Reinforcement of Symbolic Power. Paper presented at 76th Annual Conference of the International Communication Association (ICA 2026), Cape Town, South Africa. Source
  39. Yuan, Ruibin; Lin, Hanfeng; Guo, Shuyue; Zhang, Ge; Pan, Jiahao; Zang, Yongyi; Liu, Haohe; Liang, Yiming; Ma, Wenye; Du, Xingjian; Du, Xinrun; Ye, Zhen; Zheng, Tianyu; Ma, Yinghao; Liu, Minghao; Tian, Zeyue; Zhou, Ziya; Xue, Liumeng; Qu, Xingwei; Li, Yizhi; Wu, Shangda; Shen, Tianhao; Ma, Ziyang; Zhan, Jun; Wang, Chunhui; Wang, Yatian; Chi, Xiaowei; Zhang, Xinyue; Yang, Zhenzhu; Wang, Xiangzhou; Liu, Shansong; Mei, Lingrui; Li, Peng; Wang, Junjie; Yu, Jianwei; Pang, Guojian; Li, Xu; Wang, Zihao; Zhou, Xiaohuan; Yu, Lijun; Benetos, Emmanouil; Chen, Yong; Lin, Chenghua; Chen, Xie; Xia, Gus; Zhang, Zhaoxiang; Zhang, Chao; Chen, Wenhu; Zhou, Xinyu; Qiu, Xipeng; Dannenberg, Roger; Liu, Jiaheng; Yang, Jian; Huang, Wenhao; Xue, Wei; Tan, Xu; Guo, Yike. (2026). YuE: Scaling Open Foundation Models for Long-Form Music Generation. 14th International Conference on Learning Representations, ICLR 2026, International Conference on Learning Representations, ICLR, 2026,. Source

2025

  1. Sun, Jiankai; Zheng, Chuanyang; Xie, Enze; Liu, Zhengying; Chu, Ruihang; Qiu, Jianing; Xu, Jiaqi; Ding, Mingyu; Li, Hongyang; Geng, Mengzhe; Wu, Yue; Wang, Wenhai; Chen, Junsong; Yin, Zhangyue; Ren, Xiaozhe; FU, Jie; He, Junxian; Wu, Yuan; Liu, Qi; Liu, Xihui; Li, Yu; Dong, Hao; Cheng, Yu; Zhang, Ming; Heng, Pheng Ann; Dai, Jifeng; Luo, Ping; Wang, Jingdong; Wen, Ji Rong; Qiu, Xipeng; Guo, Yike; XIONG, Hui; Liu, Qun; Li, Zhenguo. (2025). A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook. ACM Computing Surveys, v. 57, (11), article number 278. Source
  2. Cheng, Andrew; Zhang, Jingqing; Sharma, Atri; Gupta, Vibhor; Guo, Yike. (2025). A Systematic Comparison of Horizontal Federated Learning Algorithm Based on Random Forests in a Medical Setting. Machine Intelligence Research, v. 22, (2), p. 254-266. Source
  3. Ji, Jiaming; Qiu, Tianyi; Chen, Boyuan; Zhou, Jiayi; Zhang, Borong; Hong, Donghai; Lou, Hantao; Wang, Kaile; Duan, Yawen; He, Zhonghao; Vierling, Lukas; Zhang, Zhaowei; Zeng, Fanzhi; Dai, Juntao; Pan, Xuehai; Xu, Hua; O'Gara, Aidan; Ng, Kwan; Tse, Brian; Fu, Jie; McAleer, Stephen; Wang, Yanfeng; Yang, Mingchuan; Liu, Yunhuai; Wang, Yizhou; Zhu, Song Chun; Guo, Yike; Yang, Yaodong; Gao, Wen. (2025). AI Alignment: A Contemporary Survey. ACM Computing Surveys, v. 58, (5), article number 132. Source
  4. Huang, Jiahao; Wu, Yinzhe; Wang, Fanwen; Fang, Yingying; Nan, Yang; Alkan, Cagan; Abraham, Daniel; Liao, Congyu; Xu, Lei; Gao, Zhifan; Wu, Weiwen; Zhu, Lei; Chen, Zhaolin; Lally, Peter; Bangerter, Neal; Setsompop, Kawin; Guo, Yike; Rueckert, Daniel; Wang, Ge; Yang, Guang. (2025). Data- and Physics-Driven Deep Learning Based Reconstruction for Fast MRI: Fundamentals and Methodologies. IEEE Reviews in Biomedical Engineering, v. 18, p. 152-171, article number 10729663. Source
  5. Sun, Kai; Zhou, Liyi; Guo, Yike. (2025). Decentralized knowledge assessment. Innovation, v. 6, (6), article number 100945. Source
  6. Cheng, Sibo; Chassagnon, Hector; Kasoar, Matthew; Guo, Yike; Arcucci, Rossella. (2025). Deep Learning Surrogate Models of JULES-INFERNO for Wildfire Prediction on a Global Scale. IEEE Transactions on Emerging Topics in Computational Intelligence, v. 9, (1), p. 444-454, article number 10646384. Source
  7. Ruan, Kai; Xu, Yilong; Gao, Ze Feng; Liu, Yang; Guo, Yike; Wen, Ji Rong; Sun, Hao. (2025). Discovering physical laws with parallel symbolic enumeration. Nature Computational Science, v. 6, (1), p. 53-66. Source
  8. Ong, Ryan; Sun, Jiahao; Guo, Yi Ke; Serban, Ovidiu. (2025). Dynamic link prediction: Using language models and graph structures for temporal knowledge graph completion with emerging entities and relations. Expert Systems with Applications, v. 272, article number 126648. Source
  9. Jiang, Junkun; Chen, Jie; Au, Ho Yin; Chen, Mingyuan; Xue, Wei; Guo, Yike. (2025). Every Angle is Worth a Second Glance: Mining Kinematic Skeletal Structures From Multi-View Joint Cloud. IEEE Transactions on Visualization and Computer Graphics, v. 31, (10), p. 7337-7349, article number 10902182. Source
  10. Brown, Alexandra C.; Carroll, Olivia R.; Mayall, Jemma R.; Zounemat-Kermani, Nazanin; Vinzenz, Samantha L.E.; Gomez, Henry M.; Mills, Ed F.; Kim, Richard Y.; Donovan, Chantal; Baines, Katherine J.; Williams, Evan J.; Berthon, Bronwyn S.; Wynne, Katie; Scott, Hayley A.; Pinkerton, James W.; Guo, Yike; Hansbro, Philip M.; Foster, Paul S.; Wark, Peter A.B.; Dahlen, Sven Erik; Adcock, Ian M.; Wood, Lisa G.; Horvat, Jay C.. (2025). Female sex hormones and the oral contraceptive pill modulate asthma severity through GLUT-1. Mucosal Immunology, v. 18, (3), p. 656-667. Source
  11. Pang, Bo; Cheng, Sibo; Huang, Yuhan; Jin, Yufang; Guo, Yike; Prentice, I. Colin; Harrison, Sandy P.; Arcucci, Rossella. (2025). Fire-Image-DenseNet (FIDN) for predicting wildfire burnt area using remote sensing data. Computers and Geosciences, v. 195, article number 105783. Source
  12. Wang, Ruqi; Wang, Guoyin; Gu, Lihua; Liu, Qun; Liu, Yue; Guo, Yike. (2025). Intuitively interpreting GANs latent space using semantic distribution. Knowledge-Based Systems, v. 310, article number 112894. Source
  13. Ren, Pu; Song, Jialin; Rao, Chengping; Wang, Qi; Guo, Yike; Sun, Hao; Liu, Yang. (2025). Learning spatiotemporal dynamics from sparse data via a high-order physics-encoded network. Computer Physics Communications, v. 312, article number 109582. Source
  14. Wang, Shuo; Zhu, Yan; Yang, Zhiwei; Luo, Xiaoyuan; Zhang, Yizhe; Fu, Peiyao; Wang, Haoran; Wang, Manning; Song, Zhijian; Li, Quanlin; Zhou, Pinghong; Guo, Yike. (2025). Leveraging large language and vision models for knowledge extraction from large-scale image–text colonoscopy records. Nature Biomedical Engineering. Source
  15. Cheng, Sibo; Bocquet, Marc; Ding, Weiping; Finn, Tobias Sebastian; Fu, Rui; Fu, Jinlong; Guo, Yike; Johnson, Eleda; Li, Siyi; Liu, Che; Moro, Eric Newton; Pan, Jie; Piggott, Matthew; Quilodran, Cesar; Sharma, Prakhar; Wang, Kun; Xiao, Dunhui; Xue, Xiao; Zeng, Yong; Zhang, Mingrui; Zhou, Hao; Zhu, Kewei; Arcucci, Rossella. (2025). Machine learning for modelling unstructured grid data in computational physics: A review. Information Fusion, v. 123, p. 1-35, article number 103255. Source
  16. Gong, Xu; Liu, Maotao; Liu, Qun; Guo, Yike; Wang, Guoyin. (2025). MDFCL: Multimodal data fusion-based graph contrastive learning framework for molecular property prediction. Pattern Recognition, v. 163, article number 111463. Source
  17. Gong, Xu; Liu, Qun; Han, Rui; Guo, Yike; Wang, Guoyin. (2025). MIFS: An adaptive multipath information fused self-supervised framework for drug discovery. Neural Networks, v. 184, article number 107088. Source
  18. Li, Mengfei; Long, Xiaoxiao; Liang, Yixun; Li, Weiyu; Liu, Yuan; Li, Peng; Luo, Wenhan; Wang, Wenping; Guo, Yike. (2025). Multi-view large reconstruction model via geometry-aware positional encoding and attention. IEEE Transactions on Visualization and Computer Graphics, v. 31, (10), p. 8564-8577. Source
  19. Wu, Xing; Zhu, Yimin; Zhang, Han; Song, Jun; Yao, Junfeng; Zhu, Dong; Qian, Quan; Guo, Yike. (2025). OVST: online video stabilization with two-stage training transformer. Neural Computing and Applications, v. 37, (26), p. 21909-21929. Source
  20. Liu, Zitu; Liu, Yue; Yu, Zhenyao; Yang, Zhengwei; Fu, Qingshan; Guo, Yike; Liu, Qun; Wang, Guoyin. (2025). PT-VAE: Variational autoencoder with prior concept transformation. Neurocomputing, v. 638, article number 130129. Source
  21. Ngan, Hiu Lok; Zhang, Jialing; Kwan, Kenneth Kin Leung; Cheu, Jacinth Wing Sum; Zhong, Li; Guo, Yike; Yang, Xian; Wong, Carmen Chak Lui; Yan, Hong; Cai, Zongwei. (2025). Resolution-adaptive binning enhances machine learning modeling by interbatch and multiplatform orbitrap-based shotgun mass spectrometry data integration. Analytical Chemistry, v. 97, (48), p. 26877-26885. Source
  22. Xie, Lifang; Zhang, Yalan; Peterkes, Noah; Li, Xiaofen; Guo, Yike; Zhou, Yuanyuan. (2025). Unlocking a self-driving research workflow for perovskite photovoltaics. Matter, v. 8, (6), article number 102097. Source
  23. Wang, Zhipeng; Dong, Nanqing; Sun, Jiahao; Knottenbelt, William; Guo, Yike. (2025). ZkFL :Zero-Knowledge Proof-Based Gradient Aggregation for Federated Learning. IEEE Transactions on Big Data, v. 11, (2), p. 447-460, article number 10535217. Source
  24. 郭, 毅可. (2025). 人类智能和机器智能共生共融的科学逻辑. 人民论坛·学术前沿=Frontiers, v. 2025, (22), p. 14-22. Source
  25. GUO, Yike; HAN, Sirui; Song, Jun; LI, Ruoxi; HUANG, Yidan; LU, Guoying. (2025). 中国电子信息工程科技发展研究: 生成式人工智能引领法律科技：机遇、挑战与未来之路. Source
  26. Li, Lujun; Wei, Zimian; Dong, Peijie; Luo, Wenhan; Xue, Wei; Liu, Qifeng; Guo, Yike. (2025). AttnZero: Efficient Attention Discovery for Vision Transformers. Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 20-37. Source
  27. Li, Lujun; Sun, Haosen; Li, Shiwen; Dong, Peijie; Luo, Wenhan; Xue, Wei; Liu, Qifeng; Guo, Yike. (2025). Auto-GAS: Automated Proxy Discovery for Training-Free Generative Architecture Search. Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 38-55. Source
  28. KOU, Zhizhuo; YU, Holam; LUO, Junyu; PENG, Jingshu; LI, Xujia; LIU, Chengzhong; DAI, Juntao; CHEN, Lei; HAN, Sirui; GUO, Yike. (2025). Automate Strategy Finding with LLM in Quant Investment. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing / edited by Christodoulopoulos Christos; Chakraborty Tanmoy; Rose Carolyn; Peng Violet. Association for Computational Linguistics (ACL), 2025, p. 18517-18533. Source
  29. Li, Wei; Li, Lujun; Lee, Mark; Sun, Shengjie; Zhang, Lei; Xue, Wei; Guo, Yike. (2025). BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios. Findings of the Association for Computational Linguistics / edited by Che Wanxiang; Nabende Joyce; Shutova Ekaterina; Pilehvar Mohammad Taher. Association for Computational Linguistics (ACL), 2025, p. 138-152. Source
  30. JU, Chengyi; SHI, Weijie; LIU, Chengzhong; JI, Jiaming; ZHANG, Jipeng; ZHANG, Ruiyuan; XU, Jiajie; YANG, Yaodong; HAN, Sirui; GUO, Yike. (2025). Benchmarking Multi-National Value Alignment for Large Language Models. Findings of the Association for Computational Linguistics: ACL 2025 / edited by Che Wanxiang; Nabende Joyce; Shutova Ekaterina; Pilehvar Mohammad Taher. Association for Computational Linguistics (ACL), 2025, p. 20042-20058. Source
  31. CHAN, Chi-min; XU, Chunpu; ZHU, Junqi; JI, Jiaming; HONG, Donghai; WEN, Pengcheng; JIANG, Chunyang; YE, Zhen; YANG, Yaodong; XUE, Wei; HAN, Sirui; GUO, Yike. (2025). Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA. Findings of the Association for Computational Linguistics: ACL 2025 / edited by Che Wanxiang; Nabende Joyce; Shutova Ekaterina; Pilehvar Mohammad Taher. Association for Computational Linguistics (ACL), 2025, p. 7433-7451. Source
  32. Sun, Peiwen; Cheng, Sitong; Li, Xiangtai; Ye, Zhen; Liu, Huadai; Zhang, Honggang; Xue, Wei; Guo, Yike. (2025). Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation. 13th International Conference on Learning Representations, ICLR 2025, International Conference on Learning Representations, ICLR, 2025, p. 72147-72190. Source
  33. Li, Peng; Ma, Suizhi; Chen, Jialiang; Liu, Yuan; Zhang, Congyi; Xue, Wei; Luo, Wenhan; Sheffer, Alla; Wang, Wenping; Guo, Yike. (2025). CMD: Controllable Multiview Diffusion for 3D Editing and Progressive Generation. Proceedings - SIGGRAPH 2025 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2025, article number 81. Source
  34. Qi, Xingqun; Wang, Yatian; Zhang, Hengyuan; Pan, Jiahao; Xue, Wei; Zhang, Shanghang; Luo, Wenhan; Liu, Qifeng; Guo, Yike. (2025). Co 3 Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion. 13th International Conference on Learning Representations, ICLR 2025, International Conference on Learning Representations, ICLR, 2025, p. 88359-88377. Source
  35. Ye, Zhen; Sun, Peiwen; Lei, Jiahe; Lin, Hongzhan; Tan, Xu; Dai, Zheqi; Kong, Qiuqiang; Chen, Jianyi; Pan, Jiahao; Liu, Qifeng; Guo, Yike; Xue, Wei. (2025). Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model. Proceedings of the AAAI Conference on Artificial Intelligence, v. 39, (24), p. 25697-25705. Source
  36. Mi, Yuan; Ren, Pu; Xu, Hongteng; Liu, Hongsheng; Wang, Zidong; Guo, Yike; Wen, Ji Rong; Sun, Hao; Liu, Yang. (2025). Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction. KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Association for Computing Machinery, 2025, p. 1056-1067. Source
  37. Gu, Hao; Li, Wei; Li, Lujun; Zhu, Qiyuan; Lee, Mark; Sun, Shengjie; Xue, Wei; Guo, Yike. (2025). Delta Decompression for MoE-based LLMs Compression. Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, p. 20497-20514. Source
  38. Chi, Xiaowei; Fan, Chun Kai; Zhang, Hengyuan; Qi, Xingqun; Zhang, Rongyu; Chen, Anthony; Chan, Chi Min; Xue, Wei; Liu, Qifeng; Zhang, Shanghang; Guo, Yike. (2025). Empowering World Models with Reflection for Embodied Video Prediction. roceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, p. 10383-10410. Source
  39. Luo, Junyu; Kou, Zhizhuo; Yang, Liming; Luo, Xiao; Huang, Jinsheng; Xiao, Zhiping; Peng, Jingshu; Liu, Chengzhong; Ji, Jiaming; Liu, Xuanzhe; Han, Sirui; Zhang, Ming; Guo, Yike. (2025). FINMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics / edited by Che Wanxiang; Nabende Joyce; Shutova Ekaterina; Pilehvar Mohammad Taher. Association for Computational Linguistics (ACL), 2025, p. 29465-29489. Source
  40. CAI, Yiyang; Jiang, Zhengkai; LIU, Yulong; JIANG, Chunyang; XUE, Wei; GUO, Yike; LUO, Wenhan. (2025). Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge. Advances in Neural Information Processing Systems, Neural information processing systems foundation, 2025, p. 14375-14413. Source
  41. Jiang, Chunyang; Chan, Chi-min; Cai, Yiyang; Liu, Yulong; Xue, Wei; Guo, Yike. (2025). Graceful Forgetting in Generative Language Models. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing / edited by Christodoulopoulos Christos; Chakraborty Tanmoy; Rose Carolyn; Peng Violet. Association for Computational Linguistics (ACL), 2025, p. 13165-13180. Source
  42. Jiang, Chunyang; Chan, Chi Min; Xue, Wei; Liu, Qifeng; Guo, Yike. (2025). Importance Weighting Can Help Large Language Models Self-Improve. Proceedings of the AAAI Conference on Artificial Intelligence, v. 39, (23), p. 24257-24265. Source
  43. CHEN, Boyuan; HONG, Donghai; JI, Jiaming; ZHENG, Jiacheng; DONG, Bowen; ZHOU, Jiayi; WANG, Kaile; DAI, Juntao; WANG, Xuyao; CHEN, Wenqi; ZHENG, Qirui; LI, Wenxin; HAN, Sirui; GUO, Yike; YANG, Yaodong. (2025). InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback. Proceedings of the 39th Conference on Neural Information Processing Systems (NeurIPS 2025), 2025,. Source
  44. SHI, Weijie; ZHU, Han; JI, Jiaming; LI, Mengze; ZHANG, Jipeng; ZHANG, Ruiyuan; ZHU, Jia; XU, Jiajie; HAN, Sirui; GUO, Yike. (2025). LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics / edited by Che Wanxiang; Nabende Joyce; Shutova Ekaterina; Pilehvar Mohammad Taher. Association for Computational Linguistics (ACL), 2025, p. 7297-7313. Source
  45. Li, Wei; Li, Lujun; Gu, Hao; Huang, You Liang; Lee, Mark; Sun, Shengjie; Xue, Wei; Guo, Yike. (2025). MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition. Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, p. 35209-35230. Source
  46. Zhu, Qiyuan; Li, Lujun; Li, Dezhi; Liu, Jiacheng; Cheng, Pengyu; Xu, Yucheng; Han, Sirui; Guo, Yike. (2025). Outlier-Aware Model Merging for Efficient Multitask Inference. MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025, Association for Computing Machinery, Inc, 2025, p. 1032-1041. Source
  47. Ji, Jiaming; Hong, Donghai; Zhang, Borong; Chen, Boyuan; Dai, Juntao; Zheng, Boren; Qiu, Tianyi; Zhou, Jiayi; Wang, Kaile; Li, Boxuan; Han, Sirui; Guo, Yike; Yang, Yaodong. (2025). PKU-SAFERLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics / edited by Che Wanxiang; Nabende Joyce; Shutova Ekaterina; Pilehvar Mohammad Taher. Association for Computational Linguistics (ACL), 2025, p. 31983-32016. Source
  48. LI, Peng; Zheng, Wangguandong; LIU, Yuan; Yu, Tao; Li, Yangguang; QI, Xingqun; CHI, Xiaowei; Xia, Siyu; Cao, Yanpei; XUE, Wei; LUO, Wenhan; GUO, Yike. (2025). PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2025, article number 11094961. Source
  49. JI, Jiaming; CHEN, Xinyu; PAN, Rui; ZHU, Han; LI, Jiahao; HONG, Donghai; CHEN, Boyuan; ZHOU, Jiayi; WANG, Kaile; DAI, Juntao; CHAN, Chi-min; HAN, Sirui; GUO, Yike; YANG, Yaodong. (2025). Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback. Advances in Neural Information Processing Systems, Neural information processing systems foundation, 2025, p. 51568-51604. Source
  50. Cao, Chuxue; Zhu, Han; Ji, Jiaming; Sun, Qichao; Zhu, Zhenghao; Wu, Yinyu; Dai, Juntao; Yang, Yaodong; Han, Sirui; Guo, Yike. (2025). SafeLawBench: Towards Safe Alignment of Large Language Models. Source
  51. Niu, Ruowen; HU, Jiaxiong; PENG, Siyu; Cao, Caleb Chen; Liu, Chengzhong; HAN, Sirui; GUO, Yike. (2025). Scenario, Role, and Persona: A Scoping Review of Design Strategies for Socially Intelligent AI Agents. CHI EA 2025 - Extended Abstracts of the 2025 CHI Conference on Human Factors in Computing Systems, Yokohama, Japan: Association for Computing Machinery, 2025, p. 1-9article number 470. Source
  52. Dong, Peijie; Li, Lujun; Zhong, Yuedong; Du, Dayou; Fan, Ruibo; Chen, Yuhan; Tang, Zhenheng; Wang, Qiang; Xue, Wei; Guo, Yike; Chu, Xiaowen. (2025). STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs. 13th International Conference on Learning Representations, ICLR 2025, International Conference on Learning Representations, ICLR, 2025, p. 12014-12039. Source
  53. ZENG, Min; YANG, Haiqin; CHEN, Xi; GUO, Yike. (2025). Task-wrapped Continual Learning in Task-Oriented Dialogue Systems. Findings of the Association for Computational Linguistics: NAACL 2025 / edited by Chiruzzo Luis; Ritter Alan; Wang Lu. Association for Computational Linguistics, ACL Anthology, 2025, p. 3173-3183. Source
  54. CAO, Chuxue; Li, Mengze; DAI, Juntao; YANG, Jinluan; ZHAO, Zijian; ZHANG, Shengyu; SHI, Weijie; LIU, Chengzhong; HAN, Sirui; GUO, Yike. (2025). Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing / edited by Christodoulopoulos Christos; Chakraborty Tanmoy; Rose Carolyn; Peng Violet. Suzhou, China: Association for Computational Linguistics (ACL), 2025, p. 12429-12449. Source
  55. TIAN, Zeyue; LIU, Zhaoyang; YUAN, Ruibin; PAN, Jiahao; LIU, Qifeng; TAN, Xu; CHEN, Qifen; XUE, Wei; GUO, Yike. (2025). VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Institute of Electrical and Electronics Engineers Inc., 2025, p. 18782-18793article number 11094002. Source

2024

  1. Manubens-Gil, Linus; Zhou, Zhi; Chen, Hanbo; Ramanathan, Arvind; Liu, Xiaoxiao; Liu, Yufeng; Bria, Alessandro; Gillette, Todd; Ruan, Zongcai; Yang, Jian; Radojević, Miroslav; Zhao, Ting; Cheng, Li; Qu, Lei; Liu, Siqi; Bouchard, Kristofer E.; Gu, Lin; Cai, Weidong; Ji, Shuiwang; Roysam, Badrinath; Wang, Ching Wei; Yu, Hongchuan; Sironi, Amos; Iascone, Daniel Maxim; Zhou, Jie; Bas, Erhan; Conde-Sousa, Eduardo; Aguiar, Paulo; Li, Xiang; Li, Yujie; Nanda, Sumit; Wang, Yuan; Muresan, Leila; Fua, Pascal; Ye, Bing; He, Hai Yan; Staiger, Jochen F.; Peter, Manuel; Cox, Daniel N.; Simonneau, Michel; Oberlaender, Marcel; Jefferis, Gregory; Ito, Kei; Gonzalez-Bellido, Paloma; Kim, Jinhyun; Rubel, Edwin; Cline, Hollis T.; Zeng, Hongkui; Nern, Aljoscha; Chiang, Ann Shyn; Yao, Jianhua; Roskams, Jane; Livesey, Rick; Stevens, Janine; Liu, Tianming; Dang, Chinh; Guo, Yike; Zhong, Ning; Tourassi, Georgia; Hill, Sean; Hawrylycz, Michael; Koch, Christof; Meijering, Erik; Ascoli, Giorgio A.; Peng, Hanchuan. (2024). Author Correction: BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets (Nature Methods, (2023), 20, 6, (824-835), 10.1038/s41592-023-01848-5). Nature Methods, v. 21, (10), p. 1959. Source
  2. Rosas, Fernando E.; Candia-Rivera, Diego; Luppi, Andrea I.; Guo, Yike; Mediano, Pedro A.M.. (2024). Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics. Computers in Biology and Medicine, v. 170, article number 107857. Source
  3. Wu, Xing; Peng, Shaoqi; Li, Jingwen; Zhang, Jian; Sun, Qun; Li, Weimin; Qian, Quan; Liu, Yue; Guo, Yike. (2024). Causal inference in the medical domain: a survey. Applied Intelligence, v. 54, (6), p. 4911-4934. Source
  4. Wu, Xing; Li, Zhi; Tao, Chenjie; Han, Xianhua; Chen, Yen Wei; Yao, Junfeng; Zhang, Jian; Sun, Qun; Li, Weimin; Liu, Yue; Guo, Yike. (2024). DEA: Data-efficient augmentation for interpretable medical image segmentation. Biomedical Signal Processing and Control, v. 89, article number 105748. Source
  5. Tung, Pi Hung; Chiu, Tzu Hsuan; Huang, Allen Chung Cheng; Ju, Jia Shiuan; Huang, Chi Hsien; Wang, Chin Chou; Ko, How Wen; Chung, Fu Tsai; Hsu, Ping Chih; Fang, Yueh Fu; Guo, Yi Ke; Kuo, Chih Hsi Scott; Yang, Cheng Ta. (2024). Differential prognostic value of tumor and plasma T790M mutations in EGFR TKI-treated advanced NSCLC. Therapeutic Advances in Medical Oncology, v. 16. Source
  6. Cheng, Sibo; Liu, Che; Guo, Yike; Arcucci, Rossella. (2024). Efficient deep data assimilation with sparse observations and time-varying sensors. Journal of Computational Physics, v. 496, article number 112581. Source
  7. Wu, Xing; Pei, Jie; Han, Xian Hua; Chen, Yen Wei; Yao, Junfeng; Liu, Yang; Qian, Quan; Guo, Yike. (2024). FedEL: Federated ensemble learning for non-iid data. Expert Systems with Applications, v. 237, article number 121390. Source
  8. Sun, Haichao; Wang, Guoyin; Liu, Qun; Guo, Yike. (2024). GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification. Information Sciences, v. 680, article number 120965. Source
  9. Liu, Yue; Yu, Zhenyao; Liu, Zitu; Yu, Ziyi; Yang, Xinyan; Li, Xingyue; Guo, Yike; Liu, Qun; Wang, Guoyin. (2024). Improving disentanglement in variational auto-encoders via feature imbalance-informed dimension weighting. Knowledge-Based Systems, v. 296, article number 111818. Source
  10. Mo, Yuanhan; Liu, Fangde; Yang, Guang; Wang, Shuo; Zheng, Jianqing; Wu, Fuping; Papież, Bartłomiej W.; McIlwraith, Douglas; He, Taigang; Guo, Yike. (2024). Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation. Medical Image Analysis, v. 95, article number 103196. Source
  11. Ma, Chendong; Song, Jun; Ran, Maohao; Wan, Zhenglin; Guo, Yike; Gao, Meng. (2024). Machine Learning-Driven Spatiotemporal Analysis of Ozone Exposure and Health Risks in China. Journal of Geophysical Research: Atmospheres, v. 129, (20), article number e2024JD041593. Source
  12. Gong, Xu; Liu, Qun; He, Jing; Guo, Yike; Wang, Guoyin. (2024). MultiGranDTI: an explainable multi-granularity representation framework for drug-target interaction prediction. Applied Intelligence, v. 55, (2), article number 107. Source
  13. Kermani, Nazanin Zounemat; Chung, Kian Fan; Macis, Giuseppe; Santini, Giuseppe; Clemeno, Franz A.A.; Versi, Ali; Sun, Kai; Abdel-Aziz, Mahmoud I.; Andersson, Lars I.; Auffray, Charles; Badi, Yusef; Bakke, Per; Brightling, Chris; Brinkman, Paul; Caruso, Massimo; Chanez, Pascal; De Meulder, Bertrand; Djukanovic, Ratko; Fabbri, Leonardo; Fowler, Stephen J.; Horvath, Ildiko; Howarth, Peter; James, Anna J.; Kolmert, Johan; Kraft, Monica; Li, Chuan Xing; Maitland-Van der Zee, Anke H.; Malerba, Mario; Papi, Alberto; Rabe, Klaus; Sanak, Marek; Shaw, Dominick E.; Singh, Dave; Mikus, Maria Sparreman; van Den Berge, Maarten; Wheelock, Asa M.; Wheelock, Craig E.; Yasinska, Valentyna; Guo, Yi Ke; Wagers, Scott; Barnes, Peter J.; Bush, Andrew; Sterk, Peter J.; Dahlen, Sven Erik; Adcock, Ian M.; Siddiqui, Salman; Montuschi, Paolo. (2024). Radiomultiomics: quantitative CT clusters of severe asthma associated with multiomics. European Respiratory Journal, v. 64, (5), article number 2400207. Source
  14. Cheng, Sibo; Pain, Christopher C.; Guo, Yi Ke; Arcucci, Rossella. (2024). Real-time updating of dynamic social networks for COVID-19 vaccination strategies. Journal of Ambient Intelligence and Humanized Computing, v. 15, (3), p. 1981-1994. Source
  15. Au, Ho Yin; Chen, Jie; Jiang, Junkun; Guo, Yike. (2024). ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues. Machine Intelligence Research, v. 21, (4), p. 771-781. Source
  16. Zhang, Jingqing; Sun, Kai; Jagadeesh, Akshay; Falakaflaki, Parastoo; Kayayan, Elena; Tao, Guanyu; Ghahfarokhi, Mahta Haghighat; Gupta, Deepa; Gupta, Ashok; Gupta, Vibhor; Guo, Yike. (2024). The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant. Journal of the American Medical Informatics Association, v. 31, (9), p. 1884-1891. Source
  17. Wang, Hongqiu; Yang, Guang; Zhang, Shichen; Qin, Jing; Guo, Yike; Xu, Bo; Jin, Yueming; Zhu, Lei. (2024). Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery. IEEE Transactions on Medical Imaging, v. 43, (12), p. 4457-4469, article number 10595513. Source
  18. Gong, Xu; Liu, Qun; Han, Rui; Liu, Li; Guo, Yike; Wang, Guoyin. (2024). APK-MRL: An Adaptive Pre-training Framework with Knowledge-enhanced for Molecular Representation Learning. Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024 / edited by Cannataro Mario; Zheng Huiru; Gao Lin; Cheng Jianlin; de Miranda Joao Luis; Zumpano Ester; Hu Xiaohua; Cho Young-Rae; Park Taesung. Institute of Electrical and Electronics Engineers Inc., 2024, p. 823-827. Source
  19. Wu, Yuhang; Zhang, Xinyue; Benetos, Emmanouil; Ma, Yinghao; Wang, LU; Wu, Zhiyue; Guo, Yike; Xue, Wei; Yuan, Ruibin; Zhou, Ziya. (2024). Can LLMs" Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation. Paper presented at International Society for Music Information Retrieval Conference (ISMIR 2024). Source
  20. Benetos, Emmanouil; Chen, Wenhu; Huang, Wenhao; Jiang, Tao; Kang, Shiyin; Li, Yizhi; Li, Pengfei; Liang, Yiming; Lin, Chenghua; Liu, Cong; Liu, Qin; Liu, Ruibo; Ma, Ziyang; Ma, Yinghao; Shen, Tianhao; Wang, Ziyu; Wang, Zili; Wu, Yuhang; Wu, Jingcheng; Xia, Gus; Xue, Liumeng; Zhang, Ge; Zheng, Tianyu; Lin, Hanfeng; Wu, Shangda; Dannerberg, Roger; Wang, Yi; Liu, Qifeng; Chi, Xiaowei; Fu, Jie; Guo, Yike; Tian, Zeyue; Xue, Wei; Yuan, Ruibin; Zhou, Ziya. (2024). ChatMusician: Understanding and Generating Music Intrinsically with LLM. Paper presented at 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). Source
  21. Tai, Jinyang; Guo, Yike. (2024). Combined Global and Local Information Diffusion of Neural Processes. Artificial Neural Networks and Machine Learning – ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Proceedings / edited by Wand Michael; Schmidhuber Jürgen; Wand Michael; Malinovská Kristína; Schmidhuber Jürgen; Tetko Igor V.; Tetko Igor V.. Springer Science and Business Media Deutschland GmbH, 2024, p. 365-380. Source
  22. Zhang, Ge; Li, Yizhi; Lin, Chenghua; Xia, Guangyu; Huang, Yipeng; Lin, Hanfeng; Wang, Yi; Benetos, Emmanouil; Ma, Yinghao; Yang, Qikai; Deng, Qixin; Liu, Xubo; Wang, Wenwu; Fu, Jie; Guo, Yike; Pan, Jiahao; Tian, Zeyue; Xue, Wei; Yuan, Ruibin. (2024). ComposerX: Multi-Agent Symbolic Music Composition with LLMs. Paper presented at International Society for Music Information Retrieval Conference (ISMIR 2024). Source
  23. Li, Lujun; Bao, Yufan; Dong, Peijie; Yang, Chuanguang; Li, Anggeng; Luo, Wenhan; Liu, Qifeng; Xue, Wei; Guo, Yike. (2024). DetKDS: Knowledge Distillation Search for Object Detectors. Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, p. 27399-27416. Source
  24. Zeng, Min; Yang, Haiqin; Xue, Wei; Liu, Qifeng; Guo, Yike. (2024). Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP. Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2024, p. 4096-4108. Source
  25. Wu, Xing; Li, Zhi; Yao, Junfeng; Qian, Quan; Zhang, Jian; Sun, Qun; Guo, Yike. (2024). EDM: SYNTHETIC DATA FROM EXEMPLAR DIFFUSION MODEL IMPROVES NON-COMMUNICABLE DISEASES DETECTION. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, p. 4360-4364. Source
  26. Li, Peng; Liu, Yuan; Long, Xiaoxiao; Zhang, Feihu; Lin, Cheng; Li, Mengfei; Qi, Xingqun; Zhang, Shanghang; Luo, Wenhan; Tan, Ping; Wang, Wenping; Liu, Qifeng; Guo, Yike. (2024). Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention. Paper presented at The 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024). Source
  27. Liu, Qifeng; Tan, Xu; Chen, Jianyi; Guo, Yike; Xue, Wei; Ye, Zhen. (2024). FastSAG: Towards Fast Non-Autoregressive Singing Accompaniment Generation. Paper presented at 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024). Source
  28. Ye, Zhen; Ju, Zeqian; Liu, Haohe; Tan, Xu; Chen, Jianyi; Lu, Yiwen; Sun, Peiwen; Pan, Jiahao; Bian, Weizhen; He, Shulin; Xue, Wei; Liu, Qifeng; Guo, Yike. (2024). FlashSpeech: Efficient Zero-Shot Speech Synthesis: Efficient Zero-Shot Speech Synthesis. MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia, Association for Computing Machinery, Inc, 2024, p. 6998-7007. Source
  29. Qin, Jiuming; Liu, Che; Cheng, Sibo; Guo, Yike; Arcucci, Rossella. (2024). FREEZE THE BACKBONES: A PARAMETER-EFFICIENT CONTRASTIVE APPROACH TO ROBUST MEDICAL VISION-LANGUAGE PRE-TRAINING. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, p. 1686-1690. Source
  30. Tai, Jin yang; Guo, Yi ke. (2024). Hierarchical Linear Symbolized Tree-Structured Neural Processes. KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Association for Computing Machinery, 2024, p. 2818-2829. Source
  31. Li, Yizhi; Yuan, Ruibin; Zhang, Ge; Ma, Yinghao; Chen, Xingran; Yin, Hanzhi; Xiao, Chenghao; Lin, Chenghua; Ragni, Anton; Benetos, Emmanouil; Gyenge, Norbert; Dannenberg, Roger; Liu, Ruibo; Chen, Wenhu; Xia, Gus; Shi, Yemin; Huang, Wenhao; Wang, Zili; Guo, Yike; Fu, Jie. (2024). MERT: ACOUSTIC MUSIC UNDERSTANDING MODEL WITH LARGE-SCALE SELF-SUPERVISED TRAINING. Paper presented at 12th International Conference on Learning Representations, ICLR 2024, Hybrid, Vienna, Austria. Source
  32. Xu, Chunpu; Luo, Hongyin; Chan, Chi-min; Fu, Jie; Guo, Yike; Xue, Wei; Yuan, Ruibin. (2024). RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation. Paper presented at Conference on Language Modeling (COLM 2024). Source
  33. Du, Wenyu; Luo, Tongxu; Qiu, Zihan; Huang, Zeyu; Shen, Yikang; Cheng, Reynold; Guo, Yike; Fu, Jie. (2024). Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training. Advances in Neural Information Processing Systems, v. 37. Source
  34. Tai, Jinyang; Guo, Yike. (2024). Topology of Neural Processes. Artificial Neural Networks and Machine Learning – ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Proceedings / edited by Wand Michael; Schmidhuber Jürgen; Wand Michael; Malinovská Kristína; Schmidhuber Jürgen; Tetko Igor V.; Tetko Igor V.. Springer Science and Business Media Deutschland GmbH, 2024, p. 381-401. Source
  35. QI, Xingqun; PAN, Jiahao; LI, Peng; YUAN, Ruibin; LI, Mengfei; CHI, Xiaowei; XUE, Wei; ZHANG, Shanghang; LUO, Wenhan; LIU, Qifeng; GUO, Yike. (2024). Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation. Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, IEEE Computer Society, 2024, p. 10424-10434article number 10655878. Source

2023

  1. Li, Bo; Liu, Cheng; Hu, Qihou; Sun, Mingzhai; Zhang, Chengxin; Zhu, Yizhi; Liu, Ting; Guo, Yike; Carmichael, Gregory R.; Gao, Meng. (2023). A Deep Learning Approach to Increase the Value of Satellite Data for PM 2.5 Monitoring in China. Remote Sensing, v. 15, (15), article number 3724. Source
  2. Cheng, Sibo; Guo, Yike; Arcucci, Rossella. (2023). A Generative Model for Surrogates of Spatial-Temporal Wildfire Nowcasting. IEEE Transactions on Emerging Topics in Computational Intelligence, v. 7, (5), p. 1420-1430. Source
  3. Arcucci, Rossella; Xiao, Dunhui; Fang, Fangxin; Navon, Ionel Michael; Wu, Pin; Pain, Christopher C.; Guo, Yi Ke. (2023). A reduced order with data assimilation model: Theory and practice. Computers and Fluids, v. 257, article number 105862. Source
  4. Yang, Qianqian; Kim, Jhoon; Cho, Yeseul; Lee, Won Jin; Lee, Dong Won; Yuan, Qiangqiang; Wang, Fan; Zhou, Chenhong; Zhang, Xiaorui; Xiao, Xiang; Guo, Meiyu; Guo, Yike; Carmichael, Gregory R.; Gao, Meng. (2023). A synchronized estimation of hourly surface concentrations of six criteria air pollutants with GEMS data. npj Climate and Atmospheric Science, v. 6, (1), article number 94. Source
  5. Gu, Shengwei; Luo, Xiangfeng; Wang, Xinzhi; Guo, Yike. (2023). Accelerating Multi-Exit BERT Inference via Curriculum Learning and Knowledge Distillation. International Journal of Software Engineering and Knowledge Engineering, v. 33, (3), p. 395-413. Source
  6. Zhu, Kewei; Cheng, Sibo; Kovalchuk, Nina; Simmons, Mark; Guo, Yi Ke; Matar, Omar K.; Arcucci, Rossella. (2023). Analyzing drop coalescence in microfluidic devices with a deep learning generative model. Physical Chemistry Chemical Physics, v. 25, (23), p. 15744-15755. Source
  7. Ju, Jia Shiuan; Huang, Allen Chung Cheng; Tung, Pi Hung; Huang, Chi Hsien; Chiu, Tzu Hsuan; Wang, Chin Chou; Ko, How Wen; Chung, Fu Tsai; Hsu, Ping Chih; Fang, Yueh Fu; Guo, Yi Ke; Kuo, Chih Hsi Scott; Yang, Cheng Ta. (2023). Brain metastasis, EGFR mutation subtype and generation of EGFR-TKI jointly influence the treatment outcome of patient with EGFR-mutant NSCLC. Scientific Reports, v. 13, (1), article number 20323. Source
  8. Liu, Yue; Liu, Zitu; Li, Shuang; Guo, Yike; Liu, Qun; Wang, Guoyin. (2023). Cloud-Cluster: An uncertainty clustering algorithm based on cloud model. Knowledge-Based Systems, v. 263, article number 110261. Source
  9. Liu, Yue; Liu, Zitu; Li, Shuang; Yu, Zhenyao; Guo, Yike; Liu, Qun; Wang, Guoyin. (2023). Cloud-VAE: Variational autoencoder with concepts embedded. Pattern Recognition, v. 140, article number 109530. Source
  10. Zhang, Weihang; Şerban, Ovidiu; Sun, Jiahao; Guo, Yike. (2023). Conflict-aware multilingual knowledge graph completion. Knowledge-Based Systems, v. 281, article number 111070. Source
  11. Xiao, Xiang; Liu, Ruixia; Yu, Yunjiang; Zhang, Zheng; Knibbs, Luke D.; Jalaludin, Bin; Morawska, Lidia; Dharmage, Shyamali C.; Heinrich, Joachim; Papatheodorou, Stefania; Guo, Yuming; Xu, Yangyang; Jin, Ling; Guo, Yike; Yue, Wentao; Yao, Jilong; Zhang, Yue; Wang, Chengrong; Gao, Shen; Zhang, Enjie; Su, Shaofei; Zhu, Tong; Dong, Guang Hui; Gao, Meng; Yin, Chenghong. (2023). Evidence of interactive effects of late-pregnancy exposure to air pollution and extreme temperature on preterm birth in China: A nationwide study. Environmental Research Letters, v. 18, (9), article number 094017. Source
  12. Wu, Xing; Pei, Jie; Chen, Cheng; Zhu, Yimin; Wang, Jianjia; Qian, Quan; Zhang, Jian; Sun, Qun; Guo, Yike. (2023). Federated Active Learning for Multicenter Collaborative Disease Diagnosis. IEEE Transactions on Medical Imaging, v. 42, (7), p. 2068-2080. Source
  13. Cheng, Sibo; Chen, Jianhua; Anastasiou, Charitos; Angeli, Panagiota; Matar, Omar K.; Guo, Yi Ke; Pain, Christopher C.; Arcucci, Rossella. (2023). Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models. Journal of Scientific Computing, v. 94, (1), article number 11. Source
  14. Zhang, Weihang; Șerban, Ovidiu; Sun, Jiahao; Guo, Yike. (2023). IPPT4KRL: Iterative Post-Processing Transfer for Knowledge Representation Learning. Machine Learning and Knowledge Extraction, v. 5, (1), p. 43-58. Source
  15. Cheng, Sibo; Quilodran-Casas, Cesar; Ouala, Said; Farchi, Alban; Liu, Che; Tandeo, Pierre; Fablet, Ronan; Lucor, Didier; Iooss, Bertrand; Brajard, Julien; Xiao, Dunhui; Janjic, Tijana; Ding, Weiping; Guo, Yike; Carrassi, Alberto; Bocquet, Marc; Arcucci, Rossella. (2023). Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE/CAA Journal of Automatica Sinica, v. 10, (6), p. 1361-1387. Source
  16. Allam, Venkata Sita Rama Raju; Pavlidis, Stelios; Liu, Gang; Kermani, Nazanin Zounemat; Simpson, Jennifer; To, Joyce; Donnelly, Sheila; Guo, Yi Ke; Hansbro, Philip M.; Phipps, Simon; Morand, Eric F.; Djukanovic, Ratko; Sterk, Peter; Chung, Kian Fan; Adcock, Ian; Harris, James; Sukkar, Maria B.. (2023). Macrophage migration inhibitory factor promotes glucocorticoid resistance of neutrophilic inflammation in a murine model of severe asthma. Thorax, v. 78, (7), p. 661-673. Source
  17. Wu, Xing; Zhang, Qingfeng; Wang, Jianjia; Yao, Junfeng; Guo, Yike. (2023). Multiple Detection Model Fusion Framework for Printed Circuit Board Defect Detection. Journal of Shanghai Jiaotong University (Science), v. 28, (6), p. 717-727. Source
  18. Wang, Chengyan; Shi, Zhang; Li, Yan; Xia, Xueqin; Kuang, Xutong; Qian, Shufang; Xue, Le; Lan, Lizhen; Wu, Yudan; Zhang, Na; Tao, Ji; Hu, Xumei; Cao, Wenzhao; He, Naying; Guo, Yike; Chen, Weibo; Zhang, Jun; Luo, Jingchun; Wang, He; Tian, Mei. (2023). Protocol for Brain Magnetic Resonance Imaging and Extraction of Imaging-Derived Phenotypes from the China Phenobank Project. Phenomics, v. 3, (6), p. 642-656. Source
  19. Xing, Wenpeng; Chen, Jie; Guo, Yike. (2023). Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion. Machine Intelligence Research, v. 20, (3), p. 408-420. Source
  20. Wu, Xing; Tao, Chenjie; Zhang, Jian; Sun, Qun; Wang, Jianjia; Li, Weimin; Liu, Yue; Guo, Yike. (2023). Space or time for video classification transformers. Applied Intelligence, v. 53, (20), p. 23039-23048. Source
  21. Wu, Xing; Tang, Bin; Zhao, Ming; Wang, Jianjia; Guo, Yike. (2023). STR Transformer: A Cross-domain Transformer for Scene Text Recognition. Applied Intelligence, v. 53, (3), p. 3444-3458. Source
  22. Faiz, Alen; Pavlidis, Stelios; Kuo, Chih Hsi; Rowe, Anthony; Hiemstra, Pieter S.; Timens, Wim; Berg, Marijn; Wisman, Marissa; Guo, Yi Ke; Djukanović, Ratko; Sterk, Peter; Meyer, Kerstin B.; Nawijn, Martijn C.; Adcock, Ian; Chung, Kian Fan; Van Den Berge, Maarten. (2023). Th2 high and mast cell gene signatures are associated with corticosteroid sensitivity in COPD. Thorax, v. 78, (4), p. 335-343. Source
  23. Ong, Ryan; Sun, Jiahao; Șerban, Ovidiu; Guo, Yi Ke. (2023). TKGQA Dataset: Using Question Answering to Guide and Validate the Evolution of Temporal Knowledge Graph. Data, v. 8, (3), article number 61. Source
  24. Song, Jun; Fan, Hongwei; Gao, Meng; Xu, Yibo; Ran, Maohao; Liu, Xiaoran; Guo, Yike. (2023). Toward High-Performance Map-Recovery of Air Pollution Using Machine Learning. ACS ES and T Engineering, v. 3, (1), p. 73-85. Source
  25. Zhang, Xiaorui; Zhou, Chenhong; Zhang, Yuzhong; Lu, Xiao; Xiao, Xiang; Wang, Fan; Song, Jun; Guo, Yike; Leung, Kenneth K.M.; Cao, Junji; Gao, Meng. (2023). Where to place methane monitoring sites in China to better assist carbon management. npj Climate and Atmospheric Science, v. 6, (1), article number 32. Source
  26. Tanwar, Ashwani; Zhang, Jingqing; Ive, Julia; Gupta, Vibhor; Guo, Yike. (2023). Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge. Studies in Computational Intelligence / Springer Science and Business Media Deutschland GmbH, 2023, p. 11-28. Source
  27. YE, Zhen; Xue, Wei; Tan, Xu; Chen, Jie; LIU, Qifeng; Guo, Yike. (2023). CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model. MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia, Association for Computing Machinery, Inc, 2023, p. 1831-1839. Source
  28. Guo, Y.; Li, J.; Lo, T.; Zhu, Z.; Lee, G.; Toscas, P.. (2023). Discovering relationships among economic variables using machine learning techniques. Proceedings of the 25th International Congress on Modelling and Simulation, MODSIM 2023 / edited by Vaze Jai; Chilcott Chris; Hutley Lindsay; Cuddy Susan M.. Modelling and Simulation Society of Australia and New Zealand Inc. (MSSANZ), 2023, p. 328-334. Source
  29. Benetos, Emmanouil; Chen, Wenhu; Dannenberg, Roger; Li, Yizhi; Lin, Chenghua; Liu, Si; Ma, Yinghao; Zhang, Ge; Zhuo, Le; Pan, Jiahao; Fu, Jie; Guo, Yike; Xue, Wei. (2023). LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT. Paper presented at 24th conference of the International Society for Music Information Retrieval (ISMIR 2023). Source
  30. Yuan, Ruibin; Ma, Yinghao; Li, Yizhi; Zhang, Ge; Chen, Xingran; Yin, Hanzhi; Zhuo, Le; Liu, Yiqi; Huang, Jiawen; Tian, Zeyue; Deng, Binyue; Wang, Ningzhi; Lin, Chenghua; Benetos, Emmanouil; Ragni, Anton; Gyenge, Norbert; Dannenberg, Roger; Chen, Wenhu; Xia, Gus; Xue, Wei; Liu, Si; Wang, Shi; Liu, Ruibo; Guo, Yike; Fu, Jie. (2023). MARBLE: Music Audio Representation Benchmark for Universal Evaluation. Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023 / edited by Oh A.; Neumann T.; Globerson A.; Saenko K.; Hardt M.; Levine S.. Neural information processing systems foundation, 2023,. Source
  31. Ye, Zhen; Xue, Wei; Tan, Xu; Liu, Qifeng; Guo, Yike. (2023). NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation. Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023 / edited by Elkind Edith. International Joint Conferences on Artificial Intelligence, 2023, p. 5869-5877. Source
  32. Tai, Jinyang; Guo, Yike. (2023). Unsupervised Zero-Shot Learning for Achieve Cross-Modal Alignment with Counterfactuals. ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings / edited by Gal Kobi; Gal Kobi; Nowe Ann; Nalepa Grzegorz J.; Fairstein Roy; Radulescu Roxana. IOS Press BV, 2023, p. 2290-2297. Source

2022

  1. Kuo, Chih Hsi Scott; Chiu, Tzu Hsuan; Tung, Pi Hung; Huang, Chi Hsien; Ju, Jia Shiuan; Huang, Allen Chung Cheng; Wang, Chin Chou; Ko, Ho Wen; Hsu, Ping Chih; Fang, Yueh Fu; Guo, Yi Ke; Yang, Cheng Ta. (2022). Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation. Cancers, v. 14, (2), article number 316. Source
  2. Huang, Chi Hsien; Ju, Jia Shiuan; Chiu, Tzu Hsuan; Huang, Allen Chung Cheng; Tung, Pi Hung; Wang, Chin Chou; Liu, Chien Ying; Chung, Fu Tsai; Fang, Yueh Fu; Guo, Yi Ke; Kuo, Chih Hsi Scott; Yang, Cheng Ta. (2022). Afatinib treatment in a large real-world cohort of nonsmall cell lung cancer patients with common and uncommon epidermal growth factor receptor mutation. International Journal of Cancer, v. 150, (4), p. 626-635. Source
  3. U-BIOPRED Consortium Project Team; Tiotiu, Angelica; Badi, Yusef; Kermani, Nazanin Zounemat; Sanak, Marek; Kolmert, Johan; Wheelock, Craig E.; Hansbro, Philip M.; Dahlén, Sven Erik; Sterk, Peter J.; Djukanovic, Ratko; Guo, Yike; Mumby, Sharon; Adcock, Ian M.; Chung, Kian Fan; Hoda, Uruj; Rossios, Christos; Bel, Elisabeth; Rao, Navin; Myles, David; Compton, Chris; Van Geest, Marleen; Howarth, Peter; Roberts, Graham; Lefaudeux, Diane; De Meulder, Bertrand; Bansal, Aruna T.; Knowles, Richard; Erzen, Damijn; Wagers, Scott; Krug, Norbert; Higenbottam, Tim; Matthews, John; Erpenbeek, Veit; Carayannopoulos, Leon; Roberts, Amanda; Supple, David; deBoer, Pim; Caruso, Massimo; Chanez, Pascal; Horváth, Ildikó; Musial, Jacek; Sandström, Thomas. (2022). Association of Differential Mast Cell Activation with Granulocytic Inflammation in Severe Asthma. American Journal of Respiratory and Critical Care Medicine, v. 205, (4), p. 397-411. Source
  4. Yang, Xian; Wang, Shuo; Xing, Yuting; Li, Ling; Xu, Richard Yi Da; Friston, Karl J.; Guo, Yike. (2022). Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19. PLoS Computational Biology, v. 18, (2), article number e1009807. Source
  5. Zhang, Jingqing; Bolanos Trujillo, Luis Daniel; Tanwar, Ashwani; Ive, Julia; Gupta, Vibhor; Guo, Yike. (2022). Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use. BMJ Health and Care Informatics, v. 29, (1), article number 100519. Source
  6. Cheng, Sibo; Prentice, I. Colin; Huang, Yuhan; Jin, Yufang; Guo, Yi Ke; Arcucci, Rossella. (2022). Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting. Journal of Computational Physics, v. 464, article number 111302. Source
  7. U-BIOPRED Study Group; Cambridge Lung Cancer Early Detection Programme; INER-Ciencias Mexican Lung Program; Aliee, Hananeh; Massip, Florian; Qi, Cancan; Stella de Biase, Maria; van Nijnatten, Jos; Kersten, Elin T.G.; Kermani, Nazanin Z.; Khuder, Basil; Vonk, Judith M.; Vermeulen, Roel C.H.; Neighbors, Margaret; Tew, Gaik W.; Grimbaldeston, Michele A.; ten Hacken, Nick H.T.; Hu, Sile; Guo, Yike; Zhang, Xiaoyu; Sun, Kai; Hiemstra, Pieter S.; Ponder, Bruce A.; Mäkelä, Mika J.; Malmström, Kristiina; Rintoul, Robert C.; Reyfman, Paul A.; Theis, Fabian J.; Brandsma, Corry Anke; Adcock, Ian M.; Timens, Wim; Xu, Cheng Jian; van den Berge, Maarten; Schwarz, Roland F.; Koppelman, Gerard H.; Nawijn, M. C.; Faiz, Alen. (2022). Determinants of expression of SARS-CoV-2 entry-related genes in upper and lower airways. Allergy: European Journal of Allergy and Clinical Immunology, v. 77, (2), p. 690-694. Source
  8. Quilodrán-Casas, César; Silva, Vinicius L.S.; Arcucci, Rossella; Heaney, Claire E.; Guo, Yi Ke; Pain, Christopher C.. (2022). Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic. Neurocomputing, v. 470, p. 11-28. Source
  9. Zhuang, Yilin; Cheng, Sibo; Kovalchuk, Nina; Simmons, Mark; Matar, Omar K.; Guo, Yi Ke; Arcucci, Rossella. (2022). Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device. Lab on a Chip, v. 22, (17), p. 3187-3202. Source
  10. Guo, Yike; Ali, Md. Khadem; Horvat, Jay C.. (2022). Erratum: Crucial role for lung iron level and regulation in the pathogenesis and severity of asthma. The European Respiratory Journal, v. v. 60, article number 1951340. Source
  11. STELAR/UNICORN investigators; Haider, Sadia; Fontanella, Sara; Ullah, Anhar; Turner, Stephen; Simpson, Angela; Roberts, Graham; Murray, Clare S.; Holloway, John W.; Curtin, John A.; Cullinan, Paul; Arshad, Syed Hasan; Hurault, Guillem; Granell, Raquel; Custovic, Adnan; Ainsworth, John; Boyd, Andrew; Bush, Andrew; Couch, Philip; Devereux, Graham; Emam, Ibrahim; Guo, Yi Ke; Saglani, Sejal; Woodcock, Ashley. (2022). Evolution of Eczema, Wheeze, and Rhinitis from Infancy to Early Adulthood Four Birth Cohort Studies. American Journal of Respiratory and Critical Care Medicine, v. 206, (8), p. 950-960. Source
  12. Wu, Xing; Zhang, Yafei; Li, Qing; Qi, Yangyang; Wang, Jianjia; Guo, Yike. (2022). Face aging with pixel-level alignment GAN. Applied Intelligence, v. 52, (13), p. 14665-14678. Source
  13. Wu, Xing; Chen, Cheng; Li, Pan; Zhong, Mingyu; Wang, Jianjia; Qian, Quan; Ding, Peng; Yao, Junfeng; Guo, Yike. (2022). FTAP: Feature transferring autonomous machine learning pipeline. Information Sciences, v. 593, p. 385-397. Source
  14. U-BIOPRED Study Group; Badi, Yusef Eamon; Pavel, Ana B.; Pavlidis, Stelios; Riley, John H.; Bates, Stewart; Kermani, Nazanin Zounemat; Knowles, Richard; Kolmert, Johan; Wheelock, Craig E.; Worsley, Sally; Uddin, Mohib; Alving, Kjell; Bakke, Per S.; Behndig, Annelie; Caruso, Massimo; Chanez, Pascal; Fleming, Louise J.; Fowler, Stephen J.; Frey, Urs; Howarth, Peter; Horváth, Ildikó; Krug, Norbert; Maitland-van der Zee, Anke H.; Montuschi, Paolo; Roberts, Graham; Sanak, Marek; Shaw, Dominick E.; Singer, Florian; Sterk, Peter J.; Djukanovic, Ratko; Dahlen, Sven Eric; Guo, Yi Ke; Chung, Kian Fan; Guttman-Yassky, Emma; Adcock, Ian M.. (2022). Mapping atopic dermatitis and anti–IL-22 response signatures to type 2–low severe neutrophilic asthma. Journal of Allergy and Clinical Immunology, v. 149, (1), p. 89-101. Source
  15. Guo, Yike. (2022). Message from the General Chair: AIAM 2022. Proceedings - 2022 4th International Conference on Artificial Intelligence and Advanced Manufacturing, AIAM 2022, p. xxiv. Source
  16. Wu, Pin; Yuan, Wenyan; Ji, Lulu; Zhou, Ling; Zhou, Zhu; Feng, Weibing; Guo, Yike. (2022). Missile aerodynamic shape optimization design using deep neural networks. Aerospace Science and Technology, v. 126, article number 107640. Source
  17. Wu, Xing; Jin, Yifan; Wang, Jianjia; Qian, Quan; Guo, Yike. (2022). MKD: Mixup-Based Knowledge Distillation for Mandarin End-to-End Speech Recognition. Algorithms, v. 15, (5), article number 160. Source
  18. Zhou, Chenhong; Gao, Meng; Li, Jianjun; Bai, Kaixu; Tang, Xiao; Lu, Xiao; Liu, Cheng; Wang, Zifa; Guo, Yike. (2022). Optimal Planning of Air Quality-Monitoring Sites for Better Depiction of PM 2.5 Pollution across China. ACS Environmental Au, v. 2, (4), p. 314-323. Source
  19. Cheng, Sibo; Jin, Yufang; Harrison, Sandy P.; Quilodrán-Casas, César; Prentice, Iain Colin; Guo, Yi Ke; Arcucci, Rossella. (2022). Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling. Remote Sensing, v. 14, (13), article number 3228. Source
  20. Tanwar, Ashwani; Zhang, Jingqing; Ive, Julia; Gupta, Vibhor; Guo, Yike. (2022). Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification. Experimental Biology and Medicine, v. 247, (22), p. 2038-2052. Source
  21. U-BIOPRED (Unbiased Biomarkers for the Prediction of Respiratory Disease outcome) Study Group; BIOAIR (Longitudinal Assessment of Clinical Course and Biomarkers in Severe Chronic Airway Disease) Consortium; Guo, Yi Ke. (2022). Plasma proteins elevated in severe asthma despite oral steroid use and unrelated to Type-2 inflammation. European Respiratory Journal, v. 59, (2), article number 2100142. Source
  22. Scagliarini, Tomas; Marinazzo, Daniele; Guo, Yike; Stramaglia, Sebastiano; Rosas, Fernando E.. (2022). Quantifying high-order interdependencies on individual patterns via the local O-information: Theory and applications to music analysis. Physical Review Research, v. 4, (1), article number 013184. Source
  23. Pinkerton, James W.; Kim, Richard Y.; Brown, Alexandra C.; Rae, Brittany E.; Donovan, Chantal; Mayall, Jemma R.; Carroll, Olivia R.; Khadem Ali, Md; Scott, Hayley A.; Berthon, Bronwyn S.; Baines, Katherine J.; Starkey, Malcolm R.; Kermani, Nazanin Z.; Guo, Yi Ke; Robertson, Avril A.B.; O'Neill, Luke A.J.; Adcock, Ian M.; Cooper, Matthew A.; Gibson, Peter G.; Wood, Lisa G.; Hansbro, Philip M.; Horvat, Jay C.. (2022). Relationship between type 2 cytokine and inflammasome responses in obesity-associated asthma. Journal of Allergy and Clinical Immunology, v. 149, (4), p. 1270-1280. Source
  24. Xing, Wenpeng; Chen, Jie; Yang, Zaifeng; Wang, Qiang; Guo, Yike. (2022). Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering. IEEE Transactions on Image Processing, v. 31, p. 6109-6123. Source
  25. Wu, Xing; Ji, Sihui; Wang, Jianjia; Guo, Yike. (2022). Speech synthesis with face embeddings. Applied Intelligence, v. 52, (13), p. 14839-14852. Source
  26. Dai, Chengliang; Wang, Shuo; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia. (2022). Suggestive annotation of brain MR images with gradient-guided sampling. Medical Image Analysis, v. 77, article number 102373. Source
  27. Chiu, Tzu Hsuan; Tung, Pi Hung; Huang, Chi Hsien; Ju, Jia Shiuan; Huang, Allen Chung Cheng; Wang, Chin Chou; Ko, Ho Wen; Hsu, Ping Chih; Fang, Yueh Fu; Guo, Yi Ke; Kuo, Chih Hsi Scott; Yang, Cheng Ta. (2022). The different overall survival between single-agent EGFR-TKI treatment and with bevacizumab in non-small cell lung cancer patients with brain metastasis. Scientific Reports, v. 12, (1), article number 4398. Source
  28. Wu, Xing; Li, Yisong; Wang, Jianjia; Qian, Quan; Guo, Yike. (2022). UBAR: User Behavior-Aware Recommendation with knowledge graph. Knowledge-Based Systems, v. 254, article number 109661. Source
  29. Li, Zhi; Wu, Xing; Wang, Jianjia; Guo, Yike. (2022). Weather-degraded image semantic segmentation with multi-task knowledge distillation. Image and Vision Computing, v. 127, article number 104554. Source
  30. Wang, Guo Yin; Fu, Shun; Yang, Jie; Guo, Yi Ke. (2022). 基于多粒度认知的智能计算研究. Jisuanji Xuebao/Chinese Journal of Computers, v. 45, (6), p. 1161-1175. Source
  31. Wang, Pan; Peng, Danlin; Yu, Simiao; Wu, Chao; Wang, Xiaoyi; Childs, Peter; Guo, Yike; Li, Ling. (2022). Verifying design through generative visualization of neural activity. Design Computing and Cognition'20 / Springer International Publishing, 2022, p. 555-573. Source
  32. Xing, Yuting; Ye, Hangting; Zhang, Xiaoyu; Cao, Wei; Zheng, Shun; Bian, Jiang; Guo, Yike. (2022). A continuous glucose monitoring measurements forecasting approach via sporadic blood glucose monitoring. Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 / edited by Adjeroh Donald; Long Qi; Shi Xinghua; Guo Fei; Hu Xiaohua; Aluru Srinivas; Narasimhan Giri; Wang Jianxin; Kang Mingon; Mondal Ananda M.; Liu Jin. Institute of Electrical and Electronics Engineers Inc., 2022, p. 860-863. Source
  33. Jiang, Junkun; Chen, Jie; Guo, Yike. (2022). A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion. MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia, Association for Computing Machinery, Inc, 2022, p. 5123-5131. Source
  34. Wu, Xing; Li, Jingwen; Qian, Quan; Liu, Yue; Guo, Yike. (2022). Causal Reasoning Methods in Medical Domain: A Review. Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence - 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Proceedings / edited by Fujita Hamido; Fournier-Viger Philippe; Ali Moonis; Wang Yinglin. Springer Science and Business Media Deutschland GmbH, 2022, p. 184-196. Source
  35. Au, Ho Yin; Chen, Jie; Jiang, Junkun; Guo, Yike. (2022). ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph. MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia, Association for Computing Machinery, Inc, 2022, p. 3917-3925. Source
  36. Yin, Qing; Wang, Zhihua; Song, Yunya; Xu, Yida; Niu, Shuai; Bai, Liang; Guo, Yike; Yang, Xian. (2022). Improving Deep Embedded Clustering via Learning Cluster-level Representations. Proceedings - International Conference on Computational Linguistics, COLING, v. 29, (1), p. 2226-2236. Source
  37. Arcucci, Rossella; Casas, César Quilodrán; Joshi, Aniket; Obeysekara, Asiri; Mottet, Laetitia; Guo, Yi Ke; Pain, Christopher. (2022). Merging Real Images with Physics Simulations via Data Assimilation. Euro-Par 2021 / edited by Chaves Ricardo; B. Heras Dora; Ilic Aleksandar; Unat Didem; Badia Rosa M.; Bracciali Andrea; Diehl Patrick; Dubey Anshu; Sangyoon Oh; L. Scott Stephen; Ricci Laura. Springer Science and Business Media Deutschland GmbH, 2022, p. 255-266. Source
  38. Zhang, Xiaoyu; Guo, Yike. (2022). OmiTrans: Generative Adversarial Networks Based Omics-to-omics Translation Framework. Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 / edited by Adjeroh Donald; Long Qi; Shi Xinghua; Guo Fei; Hu Xiaohua; Aluru Srinivas; Narasimhan Giri; Wang Jianxin; Kang Mingon; Mondal Ananda M.; Liu Jin. Institute of Electrical and Electronics Engineers Inc., 2022, p. 653-659. Source
  39. Wu, Xing; Zhang, Yuan; Wang, Jianjia; Guo, Yike. (2022). TRCA: Text Restoration for Chinese ASR with BERT. New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 21st International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2022 / edited by Fujita Hamido; Watanobe Yutaka; Azumi Takuya. IOS Press BV, 2022, p. 661-668. Source

2021

  1. Truong, Nguyen; Lee, Gyu Myoung; Sun, Kai; Guitton, Florian; Guo, Yi Ke. (2021). A blockchain-based trust system for decentralised applications: When trustless needs trust. Future Generation Computer Systems, v. 124, p. 68-79. Source
  2. Xie, Guoxiang; Wang, Lu; Chen, Tianlu; Zhou, Kejun; Zhang, Zechuan; Li, Jiufeng; Sun, Beicheng; Guo, Yike; Wang, Xiaoning; Wang, Yixing; Zhang, Hua; Liu, Ping; Nicholson, Jeremy K.; Ge, Weihong; Jia, Wei. (2021). A Metabolite Array Technology for Precision Medicine. Analytical Chemistry, v. 93, (14), p. 5709-5717. Source
  3. Kuo, Chih Hsi Scott; Tung, Pi Hung; Huang, Allen Chung Cheng; Wang, Chin Chou; Chang, John Wen Cheng; Liu, Chien Ying; Chung, Fu Tsai; Fang, Yueh Fu; Guo, Yi Ke; Yang, Cheng Ta. (2021). A retrospective study of alectinib versus ceritinib in patients with advanced non–small-cell lung cancer of anaplastic lymphoma kinase fusion in whom crizotinib treatment failed. BMC Cancer, v. 21, (1), article number 309. Source
  4. On behalf the U-BIOPRED Consortium; Abdel-Aziz, Mahmoud I.; Kermani, Nazanin Zounemat; Neerincx, Anne H.; Vijverberg, Susanne J.H.; Guo, Yike; Howarth, Peter; Dahlen, Sven Erik; Djukanovic, Ratko; Sterk, Peter J.; Kraneveld, Aletta D.; Maitland-van der Zee, Anke H.; Chung, Kian Fan; Adcock, Ian M.. (2021). Association of endopeptidases, involved in SARS-CoV-2 infection, with microbial aggravation in sputum of severe asthma. Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (6), p. 1917-1921. Source
  5. U-BIOPRED Consortium; Kermani, Nazanin Zounemat; Song, Woo Jung; Badi, Yusef; Versi, Ali; Guo, Yike; Sun, Kai; Bhavsar, Pank; Howarth, Peter; Dahlen, Sven Erik; Sterk, Peter J.; Djukanovic, Ratko; Adcock, Ian M.; Chung, Kian Fan; Hoda, Uruj; Rossios, Christos; Bel, Elisabeth; Rao, Navin; Myles, David; Compton, Chris; Van Geest, Marleen; Roberts, Graham; Lefaudeux, Diane; De Meulder, Bertrand; Bansal, Aruna T.; Knowles, Richard; Erzen, Damijn; Wagers, Scott; Krug, Norbert; Higenbottam, Tim; Matthews, John; Erpenbeek, Veit; Carayannopoulos, Leon; Roberts, Amanda; Supple, David; deBoer, Pim; Caruso, Massimo; Chanez, Pascal; Horváth, Ildikó; Krug, Nobert; Musial, Jacek; Sandström, Thomas. (2021). Correction to: Sputum ACE2, TMPRSS2 and FURIN gene expression in severe neutrophilic asthma (Respiratory Research, (2021), 22, 1, (10), 10.1186/s12931-020-01605-8). Respiratory Research, v. 22, (1), article number 47. Source
  6. Gao, Yang; Zhong, Linda L.D.; Quach, Binh; Davies, Bruce; Ash, Garrett I.; Lin, Z. X.; Feng, Yibin; Lau, Benson W.M.; Wagner, Peter D.; Yang, Xian; Guo, Yike; Jia, Wei; Bian, Zhaoxiang; Baker, Julien S.. (2021). COVID-19 rehabilitation with herbal medicine and cardiorespiratory exercise: Protocol for a clinical study. JMIR Research Protocols, v. 10, (5), article number e25556. Source
  7. Arcucci, Rossella; Zhu, Jiangcheng; Hu, Shuang; Guo, Yi Ke. (2021). Deep data assimilation: Integrating deep learning with data assimilation. Applied Sciences (Switzerland), v. 11, (3), p. 1-21, article number 1114. Source
  8. Wu, Pin; Chang, Xuting; Yuan, Wenyan; Sun, Junwu; Zhang, Wenjie; Arcucci, Rossella; Guo, Yike. (2021). Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state. Journal of Computational Science, v. 51, article number 101323. Source
  9. Huang, Allen Chung-Cheng; Huang, Chi-Hsien; Ju, Jia-Shiuan; Chiu, Tzu-Hsuan; Tung, Pi-Hung; Wang, Chin-Chou; Liu, Chien-Ying; Chung, Fu-Tsai; Fang, Yueh-Fu; Guo, Yike; Kuo, Chih-Hsi Scott; Yang, Cheng-Ta. (2021). First- or second-generation epidermal growth factor receptor tyrosine kinase inhibitors in a large, real-world cohort of patients with non-small cell lung cancer. Therapeutic Advances in Medical Oncology, v. 13, July 2021. Source
  10. Zheng, Xiaojiao; Chen, Tianlu; Zhao, Aihua; Ning, Zhangchi; Kuang, Junliang; Wang, Shouli; You, Yijun; Bao, Yuqian; Ma, Xiaojing; Yu, Haoyong; Zhou, Jian; Jiang, Miao; Li, Mengci; Wang, Jieyi; Ma, Xiaohui; Zhou, Shuiping; Li, Yitao; Ge, Kun; Rajani, Cynthia; Xie, Guoxiang; Hu, Cheng; Guo, Yike; Lu, Aiping; Jia, Weiping; Jia, Wei. (2021). Hyocholic acid species as novel biomarkers for metabolic disorders. Nature Communications, v. 12, (1), article number 1487. Source
  11. Kermani, Nazanin Z.; Pavlidis, Stelios; Xie, Jiaxing; Sun, Kai; Loza, Matthew; Baribaud, Fred; Fowler, Steve J.; Shaw, Dominic E.; Fleming, Louise J.; Howarth, Peter H.; Sousa, Ana R.; Corfield, Julie; Auffray, Charles; De Meulder, Bertrand; Sterk, Peter J.; Guo, Yike; Uddin, Mohib; Djukanovic, Ratko; Adcock, Ian M.; Chung, Kian Fan. (2021). Instability of sputum molecular phenotypes in U-BIOPRED severe asthma. European Respiratory Journal, v. 57, (2), article number 2001836. Source
  12. U-BIOPRED Study Group; Guo, Y.. (2021). Medication Adherence in Patients With Severe Asthma Prescribed Oral Corticosteroids in the U-BIOPRED Cohort. Chest, v. 160, (1), p. 53-64. Source
  13. Han, Yuexing; Xie, Zeyang; Guo, Yike; Wang, Bing. (2021). Modeling of suppression and mitigation interventions in the COVID-19 epidemics. BMC Public Health, v. 21, (1), article number 723. Source
  14. Wu, Xing; Jin, Hanlu; Ye, Xueming; Wang, Jianjia; Lei, Zuosheng; Liu, Ying; Wang, Jie; Guo, Yike. (2021). Multiscale convolutional and recurrent neural network for quality prediction of continuous casting slabs. Processes, v. 9, (1), p. 1-16, article number 33. Source
  15. Schneider, Lisa; Guo, Yi Ke; Birch, David; Sarkies, Peter. (2021). Network-based visualisation reveals new insights into transposable element diversity. Molecular Systems Biology, v. 17, (6), article number e9600. Source
  16. Gao, Meng; Zhou, Qiming; Yang, Xian; Li, Qingxiang; Zhang, Shiqing; Yung, Ken Kin Lam; Guo, Yike. (2021). Nonlinear modulation of COVID-19 transmission by climate conditions. Meteorological Applications, v. 28, (2), article number e1985. Source
  17. Zhang, Xiaoyu; Xing, Yuting; Sun, Kai; Guo, Yike. (2021). Omiembed: A unified multi-task deep learning framework for multi-omics data. Cancers, v. 13, (12), article number 3047. Source
  18. Truong, Nguyen; Sun, Kai; Wang, Siyao; Guitton, Florian; Guo, Yi Ke. (2021). Privacy preservation in federated learning: An insightful survey from the GDPR perspective. Computers and Security, v. 110, article number 102402. Source
  19. U-BIOPRED Consortium; Kermani, Nazanin Zounemat; Song, Woo Jung; Badi, Yusef; Versi, Ali; Guo, Yike; Sun, Kai; Bhavsar, Pank; Howarth, Peter; Dahlen, Sven Erik; Sterk, Peter J.; Djukanovic, Ratko; Adcock, Ian M.; Chung, Kian Fan; Hoda, Uruj; Rossios, Christos; Bel, Elisabeth; Rao, Navin; Myles, David; Compton, Chris; Van Geest, Marleen; Roberts, Graham; Lefaudeux, Diane; De Meulder, Bertrand; Bansal, Aruna T.; Knowles, Richard; Erzen, Damijn; Wagers, Scott; Krug, Norbert; Higenbottam, Tim; Matthews, John; Erpenbeek, Veit; Carayannopoulos, Leon; Roberts, Amanda; Supple, David; deBoer, Pim; Caruso, Massimo; Chanez, Pascal; Horváth, Ildikó; Krug, Nobert; Musial, Jacek; Sandström, Thomas. (2021). Sputum ACE2, TMPRSS2 and FURIN gene expression in severe neutrophilic asthma. Respiratory Research, v. 22, (1), article number 10. Source
  20. the U-BIOPRED consortium project team; Tiotiu, Angelica; Zounemat Kermani, Nazanin; Badi, Yusef; Pavlidis, Stelios; Hansbro, Philip M.; Guo, Yi Ke; Chung, Kian Fan; Adcock, Ian M.. (2021). Sputum macrophage diversity and activation in asthma: Role of severity and inflammatory phenotype. Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (3), p. 775-788. Source
  21. U-BIOPRED Study Group; Portelli, Michael A.; Rakkar, Kamini; Hu, Sile; Guo, Yike; Adcock, Ian M.; Sayers, Ian. (2021). Translational Analysis of Moderate to Severe Asthma GWAS Signals Into Candidate Causal Genes and Their Functional, Tissue-Dependent and Disease-Related Associations. Frontiers in Allergy, v. 2, article number 738741. Source
  22. Wu, Xing; Wang, Jianjia; Wang, Peng; Bian, Zhaoxiang; Huang, Tao; Guo, Yike; Fujita, Hamido. (2021). Trustworthiness assessment for industrial IoT as multilayer networks with von Neumann entropy. Applied Soft Computing, v. 106, article number 107342. Source
  23. U-BIOPRED Project Team; Zounemat Kermani, Nazanin; Saqi, Mansoor; Agapow, Paul; Pavlidis, Stelios; Kuo, Chihhsi; Tan, Kai Sen; Mumby, Sharon; Sun, Kai; Loza, Matthew; Baribaud, Frederic; Sousa, Ana R.; Riley, John; Wheelock, Asa M.; Wheelock, Craig E.; De Meulder, Bertrand; Schofield, Jim; Sánchez-Ovando, Stephany; Simpson, Jodie Louise; Baines, Katherine Joanne; Wark, Peter A.; Auffray, Charles; Dahlen, Sven Erik; Sterk, Peter J.; Djukanovic, Ratko; Adcock, Ian M.; Guo, Yi ke; Chung, Kian Fan. (2021). Type 2-low asthma phenotypes by integration of sputum transcriptomics and serum proteomics. Allergy: European Journal of Allergy and Clinical Immunology, v. 76, (1), p. 380-383. Source
  24. Tajnafoi, Gabor; Arcucci, Rossella; Mottet, Laetitia; Vouriot, Carolanne; Molina-Solana, Miguel; Pain, Christopher; Guo, Yi Ke. (2021). Variational Gaussian Process for Optimal Sensor Placement. Applications of Mathematics, v. 66, (2), p. 287-317. Source
  25. Li, Deyi; He, Wen; Guo, Yike. (2021). Why AI still doesn’t have consciousness?. CAAI Transactions on Intelligence Technology, v. 6, (2), p. 175-179. Source
  26. Withnell, Eloise; Zhang, Xiaoyu; Sun, Kai; Guo, Yike. (2021). XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. Briefings in Bioinformatics, v. 22, (6), article number bbab315. Source
  27. 郭毅可, Yike. (2021). 论人工智能历史、现状与未来发展战略. 人民论坛·学术前沿=Frontiers, v. 23, p. 41-53. Source
  28. Peng, Zhe; Huang, Jinbin; Wang, Haixin; Wang, Shihao; Chu, Xiaowen; Zhang, Xinzhi; Chen, Li; Huang, Xin; Fu, Xiaoyi; Guo, Yike; Xu, Jianliang. (2021). BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. Database Systems for Advanced Applications / edited by Jensen Christian S.; Lim Ee-Peng; Yang De-Nian; Lee Wang-Chien; Tseng Vincent S.; Kalogeraki Vana; Huang Jen-Wei; Shen Chih-Ya. Springer Science and Business Media Deutschland GmbH, 2021, p. 381-397. Source
  29. Amendola, Maddalena; Arcucci, Rossella; Mottet, Laetitia; Casas, César Quilodrán; Fan, Shiwei; Pain, Christopher; Linden, Paul; Guo, Yi Ke. (2021). Data Assimilation in the Latent Space of a Convolutional Autoencoder. Computational Science – ICCS 2021 - 21st International Conference, Proceedings / edited by Paszynski Maciej; Kranzlmüller Dieter; Kranzlmüller Dieter; Krzhizhanovskaya Valeria V.; Dongarra Jack J.; Sloot Peter M.; Sloot Peter M.; Sloot Peter M.. Springer Science and Business Media Deutschland GmbH, 2021, p. 373-386. Source
  30. Yuan, Ming; Liu, Qun; Wang, Guoyin; Guo, Yike. (2021). HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference. Artificial Intelligence - 1st CAAI International Conference, CICAI 2021, Proceedings / edited by Fang Lu; Chen Yiran; Zhai Guangtao; Wang Jane; Wang Ruiping; Dong Weisheng. Springer Science and Business Media Deutschland GmbH, 2021, p. 747-758. Source
  31. Liu, Zitu; Zhu, Kai; Liu, Yue; Liu, Qun; Wang, Guoyin; Guo, Yike. (2021). Interpretability Analysis Method Based on Path Decomposition for Cell-based Neural Architecture Search. Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021, Institute of Electrical and Electronics Engineers Inc., 2021, p. 9-16. Source
  32. Liu, Zitu; Li, Jiawang; Liu, Yue; Liu, Qun; Wang, Guoyin; Guo, Yike. (2021). Interpretability Latent Space Method: Exploiting Shapley Representation to Explain Latent Space. Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021, Institute of Electrical and Electronics Engineers Inc., 2021, p. 87-92. Source
  33. Wang, Shuo; Qin, Chen; Savioli, Nicolò; Chen, Chen; O’Regan, Declan P.; Cook, Stuart; Guo, Yike; Rueckert, Daniel; Bai, Wenjia. (2021). Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings / edited by de Bruijne Marleen; Cattin Philippe C.; Cotin Stéphane; Padoy Nicolas; Speidel Stefanie; Zheng Yefeng; Essert Caroline. Springer Science and Business Media Deutschland GmbH, 2021, p. 14-24. Source
  34. Niu, Shuai; Yin, Qing; Song, Yunya; Guo, Yike; Yang, Xian. (2021). Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records. Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021 / edited by Bailey James; Miettinen Pauli; Koh Yun Sing; Tao Dacheng; Wu Xindong. Institute of Electrical and Electronics Engineers Inc., 2021, p. 449-458. Source
  35. Niu, Shuai; Song, Yunya; Yin, Qing; Guo, Yike; Yang, Xian. (2021). Label-dependent and event-guided interpretable disease risk prediction using EHRs. Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 / edited by Huang Yufei; Kurgan Lukasz; Luo Feng; Hu Xiaohua Tony; Chen Yidong; Dougherty Edward; Kloczkowski Andrzej; Li Yaohang. Institute of Electrical and Electronics Engineers Inc., 2021, p. 1473-1476. Source
  36. Wu, Xing; Li, Jingwen; Qian, Quan; Liu, Yue; Guo, Yike. (2021). Methods and Applications of Causal Reasoning in Medical Field. Proceedings - 2021 7th International Conference on Big Data and Information Analytics, BigDIA 2021, Institute of Electrical and Electronics Engineers Inc., 2021, p. 79-86. Source
  37. Dai, Chengliang; Wang, Shuo; Raynaud, Hadrien; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia. (2021). Self-training for Brain Tumour Segmentation with Uncertainty Estimation and Biophysics-Guided Survival Prediction. Brainlesion / edited by Crimi Alessandro; Bakas Spyridon. Springer Science and Business Media Deutschland GmbH, 2021, p. 514-523. Source

2020

  1. Wang, Shuo; Yang, Xian; Li, Ling; Nadler, Philip; Arcucci, Rossella; Huang, Yuan; Teng, Zhongzhao; Guo, Yike. (2020). A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19. IEEE Computational Intelligence Magazine, v. 15, (4), p. 23-33, article number 9225220. Source
  2. Ruiz, L. G.B.; Pegalajar, M. C.; Molina-Solana, M.; Guo, Yi Ke. (2020). A case study on understanding energy consumption through prediction and visualization (VIMOEN). Journal of Building Engineering, v. 30, article number 101315. Source
  3. Wu, Chao; Wang, Guolong; Hu, Simon; Liu, Yue; Mi, Hong; Zhou, Ye; Guo, Yi Ke; Song, Tongtong. (2020). A data driven methodology for social science research with left-behind children as a case study. PLoS ONE, v. 15, (11 November), article number e0242483. Source
  4. Bai, Wenjia; Suzuki, Hideaki; Huang, Jian; Francis, Catherine; Wang, Shuo; Tarroni, Giacomo; Guitton, Florian; Aung, Nay; Fung, Kenneth; Petersen, Steffen E.; Piechnik, Stefan K.; Neubauer, Stefan; Evangelou, Evangelos; Dehghan, Abbas; O’Regan, Declan P.; Wilkins, Martin R.; Guo, Yike; Matthews, Paul M.; Rueckert, Daniel. (2020). A population-based phenome-wide association study of cardiac and aortic structure and function. Nature Medicine, v. 26, (10), p. 1654-1662. Source
  5. Casas, César Quilodrán; Arcucci, Rossella; Wu, Pin; Pain, Christopher; Guo, Yi Ke. (2020). A Reduced Order Deep Data Assimilation model. Physica D: Nonlinear Phenomena, v. 412, article number 132615. Source
  6. Nadler, Philip; Wang, Shuo; Arcucci, Rossella; Yang, Xian; Guo, Yike. (2020). An epidemiological modelling approach for COVID-19 via data assimilation. European Journal of Epidemiology, v. 35, (8), p. 749-761. Source
  7. ProAR Study Group; U-BIOPRED Study Groups; Guo, Y. K.. (2020). Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respiratory Medicine, v. 161, article number 105817. Source
  8. Mack, Julian; Arcucci, Rossella; Molina-Solana, Miguel; Guo, Yi Ke. (2020). Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation. Computer Methods in Applied Mechanics and Engineering, v. 372, article number 113291. Source
  9. Wu, Xing; Liu, Yuan; Xie, Shaorong; Guo, Yike. (2020). Collaborative Defense with Multiple USVs and UAVs Based on Swarm Intelligence. Journal of Shanghai Jiaotong University (Science), v. 25, (1), p. 51-56. Source
  10. Chu, Chia Hsun; Chiu, Tzu Hsuan; Wang, Chin Chou; Chang, Wen Chen; Huang, Allen Chung Cheng; Liu, Chien Ying; Wang, Chih Liang; Ko, Ho Wen; Chung, Fu Tsai; Hsu, Ping Chih; Guo, Yi Ke; Kuo, Chih Hsi S.; Yang, Cheng Ta. (2020). Consolidation treatment of durvalumab after chemoradiation in real-world patients with stage III unresectable non-small cell lung cancer. Thoracic Cancer, v. 11, (6), p. 1541-1549. Source
  11. Khadem Ali, Md; Kim, Richard Y.; Brown, Alexandra C.; Mayall, Jemma R.; Karim, Rafia; Pinkerton, James W.; Liu, Gang; Martin, Kristy L.; Starkey, Malcolm R.; Pillar, Amber L.; Donovan, Chantal; Pathinayake, Prabuddha S.; Carroll, Olivia R.; Trinder, Debbie; Tay, Hock L.; Badi, Yusef E.; Kermani, Nazanin Z.; Guo, Yi Ke; Aryal, Ritambhara; Mumby, Sharon; Pavlidis, Stelios; Adcock, Ian M.; Weaver, Jessica; Xenaki, Dikaia; Oliver, Brian G.; Holliday, Elizabeth G.; Foster, Paul S.; Wark, Peter A.; Johnstone, Daniel M.; Milward, Elizabeth A.; Hansbro, Philip M.; Horvat, Jay C.. (2020). Crucial role for lung iron level and regulation in the pathogenesis and severity of asthma. European Respiratory Journal, v. 55, (4), article number 1901340. Source
  12. Wu, Pin; Sun, Junwu; Chang, Xuting; Zhang, Wenjie; Arcucci, Rossella; Guo, Yike; Pain, Christopher C.. (2020). Data-driven reduced order model with temporal convolutional neural network. Computer Methods in Applied Mechanics and Engineering, v. 360, article number 112766. Source
  13. Truong, Nguyen Binh; Sun, Kai; Lee, Gyu Myoung; Guo, Yike. (2020). GDPR-Compliant Personal Data Management: A Blockchain-Based Solution. IEEE Transactions on Information Forensics and Security, v. 15, p. 1746-1761, article number 8876647. Source
  14. Huang, Subin; Luo, Xiangfeng; Huang, Jing; Wang, Hao; Gu, Shengwei; Guo, Yike. (2020). Improving taxonomic relation learning via incorporating relation descriptions into word embeddings. Concurrency and Computation: Practice and Experience, v. 32, (14), article number e5696. Source
  15. Pardalos, Panos; Kotsireas, Ilias; Guo, Yike; Knottenbelt, William. (2020). MARBLE 2019 Conference Proceedings Volume: Preface. Springer Proceedings in Business and Economics, p. v-vi. Source
  16. Wu, Pin; Lei, Zhidan; Zhou, Quan; Zhu, Rukang; Chang, Xuting; Sun, Junwu; Zhang, Wenjie; Guo, Yike. (2020). Multiple premises entailment recognition based on attention and gate mechanism. Expert Systems with Applications, v. 147, article number 113214. Source
  17. Wang, Bing; Gou, Min; Guo, Yike; Tanaka, Gouhei; Han, Yuexing. (2020). Network structure-based interventions on spatial spread of epidemics in metapopulation networks. Physical Review E, v. 102, (6), article number 062306. Source
  18. Wang, Pan; Wang, Shuo; Peng, Danlin; Chen, Liuqing; Wu, Chao; Wei, Zhen; Childs, Peter; Guo, Yike; Li, Ling. (2020). Neurocognition-inspired design with machine learning. Design Science, v. 6, article number e33. Source
  19. Fernando, Senaka; Scott-Brown, James; Şerban, Ovidiu; Birch, David; Akroyd, David; Molina-Solana, Miguel; Heinis, Thomas; Guo, Yike. (2020). Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations. Future Generation Computer Systems, v. 112, p. 785-799. Source
  20. Wu, Xing; Zhong, Mingyu; Guo, Yike; Fujita, Hamido. (2020). The assessment of small bowel motility with attentive deformable neural network. Information Sciences, v. 508, p. 22-32. Source
  21. Wu, Xing; Chen, Haolei; Chen, Changgu; Zhong, Mingyu; Xie, Shaorong; Guo, Yike; Fujita, Hamido. (2020). The autonomous navigation and obstacle avoidance for USVs with ANOA deep reinforcement learning method. Knowledge-Based Systems, v. 196, article number 105201. Source
  22. Nadler, Philip; Guo, Yike. (2020). The fair value of a token: How do markets price cryptocurrencies?. Research in International Business and Finance, v. 52, article number 101108. Source
  23. Fernando, Senaka; Amador Díaz López, Julio; Şerban, Ovidiu; Gómez-Romero, Juan; Molina-Solana, Miguel; Guo, Yike. (2020). Towards a large-scale twitter observatory for political events. Future Generation Computer Systems, v. 110, p. 976-983. Source
  24. Martínez, Víctor; Fernando, Senaka; Molina-Solana, Miguel; Guo, Yike. (2020). TUORIS: A middleware for visualizing dynamic graphics in scalable resolution display environments. Future Generation Computer Systems, v. 106, p. 559-571. Source
  25. Jolliffe, David A.; Stefanidis, Christos; Wang, Zhican; Kermani, Nazanin Z.; Dimitrov, Vassil; White, John H.; McDonough, John E.; Janssens, Wim; Pfeffer, Paul; Griffiths, Christopher J.; Bush, Andrew; Guo, Yike; Christenson, Stephanie; Adcock, Ian M.; Chung, Kian Fan; Thummel, Kenneth E.; Martineau, Adrian R.. (2020). Vitamin d metabolism is dysregulated in asthma and chronic obstructive pulmonary disease. American Journal of Respiratory and Critical Care Medicine, v. 202, (3), p. 371-382. Source
  26. Dur, Tolga Hasan; Arcucci, Rossella; Mottet, Laetitia; Solana, Miguel Molina; Pain, Christopher; Guo, Yi Ke. (2020). Weak Constraint Gaussian Processes for optimal sensor placement. Journal of Computational Science, v. 42, article number 101110. Source
  27. Wu, Di; Xiao, Tao; Liao, Xuewen; Luo, Jie; Wu, Chao; Zhang, Shigeng; Li, Yong; Guo, Yike. (2020). When Sharing Economy Meets IoT: Towards Fine-grained Urban Air Quality Monitoring through Mobile Crowdsensing on Bike-share System. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v. 4, (2), article number 61. Source
  28. 郭, 毅可. (2020). 从做得多到做得对：也谈人工智能的发展方向. 智能系統學報=CAAI Transactions on Intelligent Systems, v. v. 3, p. 409. Source
  29. 郭毅可, Yike. (2020). 让机器做得对:对人工智能伦理性的思考. 人工智能=AI View, v. 6, p. 45967. Source
  30. Arcucci, Rossella; Casas, César Quilodrán; Xiao, Dunhui; Mottet, Laetitia; Fang, Fangxin; Wu, Pin; Pain, Christopher; Guo, Yi Ke. (2020). A domain decomposition reduced order model with data assimilation (DD-RODA). Parallel Computing / edited by Foster Ian; Joubert Gerhard R.; Kucera Ludek; Nagel Wolfgang E.; Peters Frans. IOS Press BV, 2020, p. 189-198. Source
  31. Nadler, Philip; Arcucci, Rossella; Guo, Yike. (2020). A Neural SIR Model for Global Forecasting. Proceedings of Machine Learning Research, v. 136, p. 254-266. Source
  32. Nadler, Philip; Arcucci, Rossella; Guo, Yi Ke. (2020). A scalable approach to econometric inference. Parallel Computing / edited by Foster Ian; Joubert Gerhard R.; Kucera Ludek; Nagel Wolfgang E.; Peters Frans. IOS Press BV, 2020, p. 59-68. Source
  33. Arcucci, Rossella; Mottet, Laetitia; Casas, César A.Quilodrán; Guitton, Florian; Pain, Christopher; Guo, Yi Ke. (2020). Adaptive Domain Decomposition for Effective Data Assimilation. Euro-Par 2019 / edited by Schwardmann Ulrich; Boehme Christian; B. Heras Dora; Cardellini Valeria; Jeannot Emmanuel; Salis Antonio; Schifanella Claudio; Manumachu Ravi Reddy; Schwamborn Dieter; Ricci Laura; Sangyoon Oh; Gruber Thomas; Antonelli Laura; Scott Stephen L.. Springer, 2020, p. 583-595. Source
  34. Nadler, Philip; Arcucci, Rossella; Guo, Yike. (2020). An Econophysical Analysis of the Blockchain Ecosystem. Mathematical Research for Blockchain Economy - 2nd International Conference, MARBLE 2020 / edited by Pardalos Panos; Kotsireas Ilias; Guo Yike; Knottenbelt William. Springer Science and Business Media B.V., 2020, p. 27-42. Source
  35. Wang, Shuo; Dai, Chengliang; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia. (2020). Automatic brain tumour segmentation and biophysics-guided survival prediction. Brainlesion / edited by Crimi Alessandro; Bakas Spyridon. Springer, 2020, p. 61-72. Source
  36. Ma, Xiuxia; Luo, Xiangfeng; Huang, Subin; Guo, Yike. (2020). Chinese Entity Synonym Extraction from the Web. Cyber Security Intelligence and Analytics / edited by Choo Kim-Kwang Raymond; Hammoudeh Mohammad; Dehghantanha Ali; Xu Zheng; Parizi Reza. Springer Verlag, 2020, p. 357-363. Source
  37. Wang, Shuo; Tarroni, Giacomo; Qin, Chen; Mo, Yuanhan; Dai, Chengliang; Chen, Chen; Glocker, Ben; Guo, Yike; Rueckert, Daniel; Bai, Wenjia. (2020). Deep Generative Model-Based Quality Control for Cardiac MRI Segmentation. Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings / edited by Martel Anne L.; Abolmaesumi Purang; Stoyanov Danail; Mateus Diana; Zuluaga Maria A.; Zhou S. Kevin; Racoceanu Daniel; Joskowicz Leo. Springer Science and Business Media Deutschland GmbH, 2020, p. 88-97. Source
  38. Arcucci, Rossella; Moutiq, Lamya; Guo, Yi Ke. (2020). Neural assimilation. Computational Science – ICCS 2020 - 20th International Conference, Proceedings / edited by Krzhizhanovskaya Valeria V.; Závodszky Gábor; Lees Michael H.; Sloot Peter M.A.; Sloot Peter M.A.; Sloot Peter M.A.; Dongarra Jack J.; Brissos Sérgio; Teixeira João. Springer Science and Business Media Deutschland GmbH, 2020, p. 155-168. Source
  39. Dai, Chengliang; Wang, Shuo; Mo, Yuanhan; Zhou, Kaichen; Angelini, Elsa; Guo, Yike; Bai, Wenjia. (2020). Suggestive Annotation of Brain Tumour Images with Gradient-Guided Sampling. Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings / edited by Martel Anne L.; Abolmaesumi Purang; Stoyanov Danail; Mateus Diana; Zuluaga Maria A.; Zhou S. Kevin; Racoceanu Daniel; Joskowicz Leo. Springer Science and Business Media Deutschland GmbH, 2020, p. 156-165. Source
  40. Supratak, Akara; Guo, Yike. (2020). TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, Institute of Electrical and Electronics Engineers Inc., 2020, p. 641-644article number 9176741. Source

2019

  1. on behalf of the U-BIOPRED Study Group; Pavlidis, Stelios; Takahashi, Kentaro; Kwong, Francois Ng Kee; Xie, Jiaxing; Hoda, Uruj; Sun, Kai; Elyasigomari, Vahid; Agapow, Paul; Loza, Matthew; Baribaud, Fred; Chanez, Pascal; Fowler, Steve J.; Shaw, Dominic E.; Fleming, Louise J.; Howarth, Peter H.; Sousa, Ana R.; Corfield, Julie; Auffray, Charles; De Meulder, Bertrand; Knowles, Richard; Sterk, Peter J.; Guo, Yike; Adcock, Ian M.; Djukanovic, Ratko; Chung, Kian Fan. (2019). “T2-high” in severe asthma related to blood eosinophil, exhaled nitric oxide and serum periostin. European Respiratory Journal, v. 53, (1), article number 1800938. Source
  2. Wu, Xing; Dai, Shuji; Guo, Yike; Fujita, Hamido. (2019). A machine learning attack against variable-length Chinese character CAPTCHAs. Applied Intelligence, v. 49, (4), p. 1548-1565. Source
  3. Xiao, D.; Heaney, C. E.; Mottet, L.; Fang, F.; Lin, W.; Navon, I. M.; Guo, Y.; Matar, O. K.; Robins, A. G.; Pain, C. C.. (2019). A reduced order model for turbulent flows in the urban environment using machine learning. Building and Environment, v. 148, p. 323-337. Source
  4. Chen, Liuqing; Wang, Pan; Dong, Hao; Shi, Feng; Han, Ji; Guo, Yike; Childs, Peter R.N.; Xiao, Jun; Wu, Chao. (2019). An artificial intelligence based data-driven approach for design ideation. Journal of Visual Communication and Image Representation, v. 61, p. 10-22. Source
  5. Bai, Liang; Liang, Jiye; Du, Hangyuan; Guo, Yike. (2019). An Information-Theoretical Framework for Cluster Ensemble. IEEE Transactions on Knowledge and Data Engineering, v. 31, (8), p. 1464-1477, article number 8438893. Source
  6. Huang, Subin; Luo, Xiangfeng; Huang, Jing; Guo, Yike; Gu, Shengwei. (2019). An unsupervised approach for learning a Chinese IS-A taxonomy from an unstructured corpus. Knowledge-Based Systems, v. 182, article number 104861. Source
  7. Suzuki, Hideaki; Venkataraman, Ashwin V.; Bai, Wenjia; Guitton, Florian; Guo, Yike; Dehghan, Abbas; Matthews, Paul M.. (2019). Associations of Regional Brain Structural Differences with Aging, Modifiable Risk Factors for Dementia, and Cognitive Performance. JAMA Network Open, v. 2, (12), article number 17257. Source
  8. Sun, Qi; Liu, Yue; Tian, Wenjie; Guo, Yike. (2019). Cf-prov: A content-rich and fine-grained scientific workflow provenance model. IEEE Access, v. 7, p. 30002-30016, article number 8648347. Source
  9. Kuo, Chih Hsi Scott; Wang, Chin Chou; Huang, Yu Chen; Pavlidis, Stelios; Liu, Chien Ying; Ko, How Wen; Chung, Fu Tsai; Lin, Tin Yu; Wang, Chih Liang; Guo, Yi Ke; Yang, Cheng Ta. (2019). Comparison of a combination of chemotherapy and immune checkpoint inhibitors and immune checkpoint inhibitors alone for the treatment of advanced and metastatic non-small cell lung cancer. Thoracic Cancer, v. 10, (5), p. 1158-1166. Source
  10. On behalf of the U-BIOPRED Project Team; Kuo, Chih Hsi S.; Pavlidis, Stelios; Zhu, Jie; Loza, Matthew; Baribaud, Fred; Rowe, Anthony; Pandis, Ioannis; Gibeon, David; Hoda, Uruj; Sousa, Ana; Wilson, Susan J.; Howarth, Peter; Shaw, Dominick; Fowler, Stephen; Dahlen, Barbro; Chanez, Pascal; Krug, Norbert; Sandstrom, Thomas; Fleming, Louise; Corfield, Julie; Auffray, Charles; Djukanovic, Ratko; Sterk, Peter J.; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan. (2019). Contribution of airway eosinophils in airway wall remodeling in asthma: Role of MMP-10 and MET. Allergy: European Journal of Allergy and Clinical Immunology, v. 74, (6), p. 1102-1112. Source
  11. Gu, Wei; Yildirimman, Reha; Van Der Stuyft, Emmanuel; Verbeeck, Denny; Herzinger, Sascha; Satagopam, Venkata; Barbosa-Silva, Adriano; Schneider, Reinhard; Lange, Bodo; Lehrach, Hans; Guo, Yike; Henderson, David; Rowe, Anthony. (2019). Data and knowledge management in translational research: Implementation of the eTRIKS platform for the IMI OncoTrack consortium. BMC Bioinformatics, v. 20, (1), article number 164. Source
  12. Aristodemou, Elsa; Arcucci, Rossella; Mottet, Laetitia; Robins, Alan; Pain, Christopher; Guo, Yi Ke. (2019). Enhancing CFD-LES air pollution prediction accuracy using data assimilation. Building and Environment, v. 165, article number 106383. Source
  13. Fu, Xuefeng; Luo, Xiangfeng; Guo, Yike. (2019). Entity emotion mining in social media environment. Concurrency and Computation: Practice and Experience, v. 31, (20), article number e5336. Source
  14. Čyras, Kristijonas; Birch, David; Guo, Yike; Toni, Francesca; Dulay, Rajvinder; Turvey, Sally; Greenberg, Daniel; Hapuarachchi, Tharindi. (2019). Explanations by arbitrated argumentative dispute. Expert Systems with Applications, v. 127, p. 141-156. Source
  15. Huang, Shih Hao; Huang, Allen Chung Cheng; Wang, Chin Chou; Chang, Wen Chen; Liu, Chien Ying; Pavlidis, Stelios; Ko, Ho Wen; Chung, Fu Tsai; Hsu, Ping Chih; Guo, Yi Ke; Kuo, Chih Hsi Scott; Yang, Cheng Ta. (2019). Front-line treatment of ceritinib improves efficacy over crizotinib for Asian patients with anaplastic lymphoma kinase fusion NSCLC: The role of systemic progression control. Thoracic Cancer, v. 10, (12), p. 2274-2281. Source
  16. Rueda, R.; Cuéllar, M. P.; Molina-Solana, M.; Guo, Y.; Pegalajar, M. C.. (2019). Generalised regression hypothesis induction for energy consumption forecasting. Energies, v. 12, (6), article number 1069. Source
  17. Wu, Xing; Du, Zhikang; Guo, Yike; Fujita, Hamido. (2019). Hierarchical attention based long short-term memory for Chinese lyric generation. Applied Intelligence, v. 49, (1), January 2019, p. 44-52. Source
  18. Pavlidis, Stelios; Monast, Calixte; Loza, Matthew J.; Branigan, Patrick; Chung, Kiang F.; Adcock, Ian M.; Guo, Yike; Rowe, Anthony; Baribaud, Frédéric. (2019). I_MDS: An inflammatory bowel disease molecular activity score to classify patients with differing disease-driving pathways and therapeutic response to anti-TNF treatment. PLoS Computational Biology, v. 15, (4), article number e1006951. Source
  19. Starkey, Malcolm R.; Plank, Maximilian W.; Casolari, Paolo; Papi, Alberto; Pavlidis, Stelios; Guo, Yike; Cameron, Guy J.M.; Haw, Tatt Jhong; Tam, Anthony; Obiedat, Ma'en; Donovan, Chantal; Hansbro, Nicole G.; Nguyen, Duc H.; Nair, Prema Mono; Kim, Richard Y.; Horvat, Jay C.; Kaiko, Gerard E.; Durum, Scott K.; Wark, Peter A.; Sin, Don D.; Caramori, Gaetano; Adcock, Ian M.; Foster, Paul S.; Hansbro, Philip M.. (2019). IL-22 and its receptors are increased in human and experimental COPD and contribute to pathogenesis. European Respiratory Journal, v. 54, (1), article number 1800174. Source
  20. Zhu, Jiangcheng; Hu, Shuang; Arcucci, Rossella; Xu, Chao; Zhu, Jihong; Guo, Yi Ke. (2019). Model error correction in data assimilation by integrating neural networks. Big Data Mining and Analytics, v. 2, (2), p. 83-91, article number 8665726. Source
  21. Shrine, Nick; Portelli, Michael A.; John, Catherine; Soler Artigas, María; Bennett, Neil; Hall, Robert; Lewis, Jon; Henry, Amanda P.; Billington, Charlotte K.; Ahmad, Azaz; Packer, Richard J.; Shaw, Dominick; Pogson, Zara E.K.; Fogarty, Andrew; McKeever, Tricia M.; Singapuri, Amisha; Heaney, Liam G.; Mansur, Adel H.; Chaudhuri, Rekha; Thomson, Neil C.; Holloway, John W.; Lockett, Gabrielle A.; Howarth, Peter H.; Djukanovic, Ratko; Hankinson, Jenny; Niven, Robert; Simpson, Angela; Chung, Kian Fan; Sterk, Peter J.; Blakey, John D.; Adcock, Ian M.; Hu, Sile; Guo, Yike; Obeidat, Maen; Sin, Don D.; van den Berge, Maarten; Nickle, David C.; Bossé, Yohan; Tobin, Martin D.; Hall, Ian P.; Brightling, Christopher E.; Wain, Louise V.; Sayers, Ian. (2019). Moderate-to-severe asthma in individuals of European ancestry: a genome-wide association study. The Lancet Respiratory Medicine, v. 7, (1), p. 20-34. Source
  22. Ma, Xiuxia; Luo, Xiangfeng; Huang, Subin; Guo, Yike. (2019). Multi-distribution characteristics based Chinese entity synonym extraction from the web. International Journal of Intelligent Information Technologies, v. 15, (3), p. 42-63. Source
  23. Saqi, Mansoor; Lysenko, Artem; Guo, Yi Ke; Tsunoda, Tatsuhiko; Auffray, Charles. (2019). Navigating the disease landscape: Knowledge representations for contextualizing molecular signatures. Briefings in Bioinformatics, v. 20, (2), p. 609-623. Source
  24. Oehmichen, Axel; Hua, Kevin; Lopez, Julio Amador Diaz; Molina-Solana, Miguel; Gomez-Romero, Juan; Guo, Yi Ke. (2019). Not All Lies Are Equal. A Study into the Engineering of Political Misinformation in the 2016 US Presidential Election. IEEE Access, v. 7, p. 126305-126314, article number 8819953. Source
  25. Arcucci, Rossella; Mottet, Laetitia; Pain, Christopher; Guo, Yi Ke. (2019). Optimal reduced space for Variational Data Assimilation. Journal of Computational Physics, v. 379, p. 51-69. Source
  26. Emam, Ibrahim; Elyasigomari, Vahid; Matthews, Alex; Pavlidis, Stelios; Rocca-Serra, Philippe; Guitton, Florian; Verbeeck, Denny; Grainger, Lucinda; Borgogni, Erica; Del Giudice, Giuseppe; Saqi, Mansoor; Houston, Paul; Guo, Yike. (2019). PlatformTM, a standards-based data custodianship platform for translational medicine research. Scientific Data, v. 6, (1), article number 149. Source
  27. Kuo, Chih Hsi Scott; Huang, Chi Hsien; Liu, Chien Ying; Pavlidis, Stelios; Ko, Ho Wen; Chung, Fu Tsai; Lin, Tin Yu; Wang, Chih Liang; Guo, Yi Ke; Yang, Cheng Ta. (2019). Prior EGFR-TKI Treatment in EGFR-Mutated NSCLC Affects the Allele Frequency Fraction of Acquired T790M and the Subsequent Efficacy of Osimertinib. Targeted Oncology, v. 14, (4), p. 433-440. Source
  28. Li, Shengzhou; Zhang, Huiran; Dai, Dongbo; Ding, Guangtai; Wei, Xiao; Guo, Yike. (2019). Study on the factors affecting solid solubility in binary alloys: An exploration by Machine Learning. Journal of Alloys and Compounds, v. 782, p. 110-118. Source
  29. Pozo, C.; Limleamthong, P.; Guo, Y.; Green, T.; Shah, N.; Acha, S.; Sawas, A.; Wu, C.; Siegert, M.; Guillén-Gosálbez, G.. (2019). Temporal sustainability efficiency analysis of urban areas via Data Envelopment Analysis and the hypervolume indicator: Application to London boroughs. Journal of Cleaner Production, v. 239, article number 117839. Source
  30. Wang, Yimin; Li, Qi; Liu, Lijuan; Zhou, Zhi; Ruan, Zongcai; Kong, Lingsheng; Li, Yaoyao; Wang, Yun; Zhong, Ning; Chai, Renjie; Luo, Xiangfeng; Guo, Yike; Hawrylycz, Michael; Luo, Qingming; Gu, Zhongze; Xie, Wei; Zeng, Hongkui; Peng, Hanchuan. (2019). TeraVR empowers precise reconstruction of complete 3-D neuronal morphology in the whole brain. Nature Communications, v. 10, (1), article number 3474. Source
  31. Zhu, Jiangcheng; Wang, Zhepei; Mcilwraith, Douglas; Wu, Chao; Xu, Chao; Guo, Yike. (2019). Time-in-action RL. IET Cyber-systems and Robotics, v. 1, (1), p. 28-37. Source
  32. the U-BIOPRED Study Group; Guo, Y.. (2019). Treatable traits in the European U-BIOPRED adult asthma cohorts. Allergy: European Journal of Allergy and Clinical Immunology, v. 74, (2), p. 406-411. Source
  33. 郭, 毅可. (2019). 踏踏实实地研究人工智能. 自然雜志=Chinese Journal of Nature, v. v. 2, p. 79-84. Source
  34. Truong, Nguyen B.; Sun, Kai; Guo, Yike. (2019). Blockchain-based Personal Data Management: From Fiction to Solution. 2019 IEEE 18th International Symposium on Network Computing and Applications, NCA 2019 / edited by Gkoulalas-Divanis Aris; Marchetti Mirco; Avresky Dimiter R.. Institute of Electrical and Electronics Engineers Inc., 2019, article number 8935049. Source
  35. Fernando, Senaka; Birch, David; Molina-Solana, Miguel; McIlwraith, Douglas; Guo, Yike. (2019). Compositional Microservices for Immersive Social Visual Analytics. Information Visualization - Biomedical Visualization and Geometric Modelling and Imaging, IV 2019 / edited by Banissi Ebad; Ursyn Anna; McK. Bannatyne Mark W.; Datia Nuno; Pires Joao Moura; Francese Rita; Sarfraz Muhammad; Wyeld Theodor G; Bouali Fatma; Venturin Gilles; Azzag Hanane; Lebbah Mustapha; Trutschl Marjan; Cvek Urska; Muller Heimo; Nakayama Minoru; Kernbach Sebastian; Caruccio Loredana; Risi Michele; Erra Ugo; Vitiello Autilia; Rossano Veronica. Institute of Electrical and Electronics Engineers Inc., 2019, p. 216-223article number 8811902. Source
  36. Yao, Zhongwei; Dong, Hao; Liu, Fangde; Guo, Yike. (2019). Conditional image synthesis using stacked auxiliary classifier generative adversarial networks. Advances in Information and Communication Networks - Proceedings of the 2018 Future of Information and Communication Conference FICC, Vol. 2 / edited by Bhatia Rahul; Kapoor Supriya; Arai Kohei. Springer Verlag, 2019, p. 423-433. Source
  37. Nadler, Philip; Arcucci, Rossella; Guo, Yi Ke. (2019). Data assimilation for parameter estimation in economic modelling. Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019 / edited by Yetongnon Kokou; Dipanda Albert; Sanniti di Baja Gabriella; Gallo Luigi; Chbeir Richard. Institute of Electrical and Electronics Engineers Inc., 2019, p. 649-656article number 9067880. Source
  38. Yu, Simiao; Dong, Hao; Wang, Pan; Wu, Chao; Guo, Yike. (2019). Generative creativity: Adversarial learning for bionic design. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 11729 LNCS, 2019, p. 525-536. Source
  39. Wang, Pan; Peng, Danlin; Li, Ling; Chen, Liuqing; Wu, Chao; Wang, Xiaoyi; Childs, Peter; Guo, Yike. (2019). Human-in-the-loop design with machine learning. Proceedings of the Design Society: International Conference on Engineering Design, v. 2019-August, p. 2577-2586. Source
  40. Lim, Edward M.; Molina Solana, Miguel; Pain, Christopher; Guo, Yi Ke; Arcucci, Rossella. (2019). Hybrid data assimilation: An ensemble-variational approach. Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019 / edited by Yetongnon Kokou; Dipanda Albert; Sanniti di Baja Gabriella; Gallo Luigi; Chbeir Richard. Institute of Electrical and Electronics Engineers Inc., 2019, p. 633-640article number 9067943. Source
  41. Wu, Xing; Xu, Jianxing; Wang, Jianjia; Li, Yufeng; Li, Weimin; Guo, Yike. (2019). Identity authentication on mobile devices using face verification and ID image recognition. Procedia Computer Science, v. 162, p. 932-939. Source
  42. Wei, Zhen; Wu, Chao; Guo, Yike; Yao, Zhongwei. (2019). Improved accuracy stock price change prediction model using trading volume. Advances in Information and Communication Networks - Proceedings of the 2018 Future of Information and Communication Conference FICC, Vol. 1 / edited by Bhatia Rahul; Arai Kohei; Kapoor Supriya. Springer Verlag, 2019, p. 541-548. Source
  43. Zhang, Xiaoyu; Zhang, Jingqing; Sun, Kai; Yang, Xian; Dai, Chengliang; Guo, Yike. (2019). Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 / edited by Yoo Illhoi; Bi Jinbo; Hu Xiaohua Tony. Institute of Electrical and Electronics Engineers Inc., 2019, p. 765-769article number 8983228. Source
  44. Zhang, Jingqing; Lertvittayakumjorn, Piyawat; Guo, Yike. (2019). Integrating semantic knowledge to tackle zero-shot text classification. Long and Short Papers, Association for Computational Linguistics (ACL), 2019, p. 1031-1040. Source
  45. Sun, Qi; Liu, Yue; Tian, Wenjie; Guo, Yike; Lu, Jiawei. (2019). Multi-domain and sub-role oriented software architecture for managing scientific big data. Big Scientific Data Benchmarks, Architecture, and Systems - 1st Workshop, SDBA 2018, Revised Selected Papers / edited by Ren Rui; Zheng Chen; Zhan Jianfeng. Springer Verlag, 2019, p. 111-122. Source
  46. Arcucci, Rossella; McIlwraith, Douglas; Guo, Yi Ke. (2019). Scalable Weak Constraint Gaussian Processes. Computational Science – ICCS 2019 - 19th International Conference, Proceedings / edited by Rodrigues João M.F.; Cardoso Pedro J.S.; Monteiro Jânio; Lam Roberto; Krzhizhanovskaya Valeria V.; Lees Michael H.; Sloot Peter M.A.; Dongarra Jack J.. Springer Verlag, 2019, p. 111-125. Source
  47. Bai, Wenjia; Chen, Chen; Tarroni, Giacomo; Duan, Jinming; Guitton, Florian; Petersen, Steffen E.; Guo, Yike; Matthews, Paul M.; Rueckert, Daniel. (2019). Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings / edited by Shen Dinggang; Yap Pew-Thian; Liu Tianming; Peters Terry M.; Khan Ali; Staib Lawrence H.; Essert Caroline; Zhou Sean. Springer Science and Business Media Deutschland GmbH, 2019, p. 541-549. Source
  48. Yu, Simiao; Dong, Hao; Liang, Felix; Mo, Yuanhan; Wu, Chao; Guo, Yike. (2019). SIMGAN: Photo-Realistic Semantic Image Manipulation Using Generative Adversarial Networks. 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings, IEEE Computer Society, 2019, p. 734-738article number 8804285. Source
  49. Wu, Xing; Zhong, Mingyu; Feng, Guofei; Xie, Shaorong; Guo, Yike. (2019). The collaborative strategy of multiple USVs with deep reinforcement learning method. Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 18th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2019 / edited by Fujita Hamido; Selamat Ali. IOS Press BV, 2019, p. 159-175. Source
  50. Dai, Chengliang; Mo, Yuanhan; Angelini, Elsa; Guo, Yike; Bai, Wenjia. (2019). Transfer learning from partial annotations for whole brain segmentation. Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data First MICCAI Workshop, DART 2019 and First International Workshop, MIL3ID 2019 Shenzhen, Held in Conjunction with MICCAI 2019 Shenzhen, 2019 Proceedings / edited by Wang Qian; Milletari Fausto; Rieke Nicola; Nguyen Hien V.; Roysam Badri; Albarqouni Shadi; Cardoso M. Jorge; Xu Ziyue; Kamnitsas Konstantinos; Patel Vishal; Jiang Steve; Zhou Kevin; Luu Khoa; Le Ngan. Springer, 2019, p. 199-206. Source
  51. Sun, Qi; Liu, Yue; Tian, Wenjie; Guo, Yike; Li, Bocheng. (2019). UMDISW: A Universal Multi-Domain Intelligent Scientific Workflow Framework for the Whole Life Cycle of Scientific Data. Benchmarking, Measuring, and Optimizing 1st BenchCouncil International Symposium, 2018 Revised Selected Papers / edited by Zheng Chen; Zhan Jianfeng. Springer, 2019, p. 159-171. Source
  52. Zhang, Jingqing; Zhang, Xiaoyu; Sun, Kai; Yang, Xian; Dai, Chengliang; Guo, Yike. (2019). Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 / edited by Yoo Illhoi; Bi Jinbo; Hu Xiaohua Tony. Institute of Electrical and Electronics Engineers Inc., 2019, p. 598-603article number 8983253. Source

2018

  1. Bai, Liang; Liang, Jiye; Du, Hangyuan; Guo, Yike. (2018). A novel community detection algorithm based on simplification of complex networks. Knowledge-Based Systems, v. 143, p. 58-64. Source
  2. Wu, Xing; Du, Zhikang; Guo, Yike. (2018). A visual attention-based keyword extraction for document classification. Multimedia Tools and Applications, v. 77, (19), p. 25355-25367. Source
  3. Bai, Liang; Liang, Jiye; Guo, Yike. (2018). An Ensemble Clusterer of Multiple Fuzzy k-Means Clusterings to Recognize Arbitrarily Shaped Clusters. IEEE Transactions on Fuzzy Systems, v. 26, (6), p. 3524-3533, article number 8357936. Source
  4. Birch, David; Simondetti, Alvise; Guo, Yi ke. (2018). Crowdsourcing with online quantitative design analysis. Advanced Engineering Informatics, v. 38, p. 242-251. Source
  5. Yang, Guang; Yu, Simiao; Dong, Hao; Slabaugh, Greg; Dragotti, Pier Luigi; Ye, Xujiong; Liu, Fangde; Arridge, Simon; Keegan, Jennifer; Guo, Yike; Firmin, David. (2018). DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. IEEE Transactions on Medical Imaging, v. 37, (6), June 2018, article number 8233175, p. 1310-1321. Source
  6. Yang, Xian; Guo, Yike. (2018). Deep unfolded IRLS-ADMM network for classification and sparse feature selection. International Journal of Machine Learning and Computing, v. 8, (3), p. 241-251. Source
  7. Dong, Hao; Wu, Chao; Wei, Zhen; Guo, Yike. (2018). Dropping activation outputs with localized first-layer deep network for enhancing user privacy and data security. IEEE Transactions on Information Forensics and Security, v. 13, (3), p. 662-670. Source
  8. Arcucci, Rossella; Pain, Christopher; Guo, Yi Ke. (2018). Effective variational data assimilation in air-pollution prediction. Big Data Mining and Analytics, v. 1, (4), p. 297-307, article number 8400446. Source
  9. Huang, Yu Chen; Shen, Shih Min; Liu, Chien Ying; Pavlidis, Stelios; Wang, Chih Liang; Ko, How Wen; Chung, Fu Tsai; Lin, Tin Yu; Feng, Po Hao; Lee, Kang Yun; Guo, Yi Ke; Yang, Cheng Ta; Kuo, Chih Hsi Scott. (2018). Impact of prolonged and early bevacizumab treatment on the overall survival of EGFR-mutant and EGFR-wild type nonsquamous non-small cell lung cancer. Thoracic Cancer, v. 9, (12), p. 1648-1655. Source
  10. Guo, Yi Ke; Farooq, Faisal. (2018). KDD 2018 Chairs' Welcome Message. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, p. iii-iv. Source
  11. the U-BIOPRED Study Group; Guo, Y.. (2018). Lipid phenotyping of lung epithelial lining fluid in healthy human volunteers. Metabolomics, v. 14, (10), article number 123. Source
  12. Dong, Hao; Supratak, Akara; Pan, Wei; Wu, Chao; Matthews, Paul M.; Guo, Yike. (2018). Mixed Neural Network Approach for Temporal Sleep Stage Classification. IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 26, (2), p. 324-333, article number 7995122. Source
  13. Wang, Z.; Xiao, D.; Fang, F.; Govindan, R.; Pain, C. C.; Guo, Y.. (2018). Model identification of reduced order fluid dynamics systems using deep learning. International Journal for Numerical Methods in Fluids, v. 86, (4), p. 255-268. Source
  14. Supratak, Akara; Datta, Gourab; Gafson, Arie R.; Nicholas, Richard; Guo, Yike; Matthews, Paul M.. (2018). Remote monitoring in the home validates clinical gait measures for multiple sclerosis. Frontiers in Neurology, v. 9, (JUL), article number 561. Source
  15. U-BIOPRED Study Group; Takahashi, Kentaro; Pavlidis, Stelios; Ng Kee Kwong, Francois; Hoda, Uruj; Rossios, Christos; Sun, Kai; Loza, Matthew; Baribaud, Fred; Chanez, Pascal; Fowler, Steve J.; Horvath, Ildiko; Montuschi, Paolo; Singer, Florian; Musial, Jacek; Dahlen, Barbro; Dahlen, Sven Eric; Krug, Norbert; Sandstrom, Thomas; Shaw, Dominic E.; Lutter, Rene; Bakke, Per; Fleming, Louise J.; Howarth, Peter H.; Caruso, Massimo; Sousa, Ana R.; Corfield, Julie; Auffray, Charles; De Meulder, Bertrand; Lefaudeux, Diane; Djukanovic, Ratko; Sterk, Peter J.; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan. (2018). Sputum proteomics and airway cell transcripts of current and ex-smokers with severe asthma in U-BIOPRED: An exploratory analysis. European Respiratory Journal, v. 51, (5), article number 1702173. Source
  16. Unbiased Biomarkers for the Prediction of Respiratory Diseases Outcomes (U-BIOPRED) Consortia Project Team; Rossios, Christos; Pavlidis, Stelios; Hoda, Uruj; Kuo, Chih Hsi; Wiegman, Coen; Russell, Kirsty; Sun, Kai; Loza, Matthew J.; Baribaud, Frederic; Durham, Andrew L.; Ojo, Oluwaseun; Lutter, Rene; Rowe, Anthony; Bansal, Aruna; Auffray, Charles; Sousa, Ana; Corfield, Julie; Djukanovic, Ratko; Guo, Yike; Sterk, Peter J.; Chung, Kian Fan; Adcock, Ian M.. (2018). Sputum transcriptomics reveal upregulation of IL-1 receptor family members in patients with severe asthma. Journal of Allergy and Clinical Immunology, v. 141, (2), p. 560-570. Source
  17. Di Stefano, Antonino; Sangiorgi, Claudia; Gnemmi, Isabella; Casolari, Paolo; Brun, Paola; Ricciardolo, Fabio L.M.; Contoli, Marco; Papi, Alberto; Maniscalco, Pio; Ruggeri, Paolo; Girbino, Giuseppe; Cappello, Francesco; Pavlides, Stelios; Guo, Yike; Chung, Kian Fan; Barnes, Peter J.; Adcock, Ian M.; Balbi, Bruno; Caramori, Gaetano. (2018). TGF-β Signaling Pathways in Different Compartments of the Lower Airways of Patients With Stable COPD. Chest, v. 153, (4), p. 851-862. Source
  18. McGinn, D.; McIlwraith, D.; Guo, Y.. (2018). Towards open data blockchain analytics: A bitcoin perspective. Royal Society Open Science, v. 5, (8), article number 180298. Source
  19. Kuo, Chih Hsi Scott; Liu, Chien Ying; Pavlidis, Stelios; Lo, Yu Lun; Wang, Yen Wen; Chen, Chih Hung; Ko, How Wen; Chung, Fu Tsai; Lin, Tin Yu; Wang, Tsai Yu; Lee, Kang Yun; Guo, Yi Ke; Wang, Tzu Hao; Yang, Cheng Ta. (2018). Unique immune gene expression patterns in bronchoalveolar lavage and tumor adjacent non-neoplastic lung tissue in non-small cell lung cancer. Frontiers in Immunology, v. 9, (FEB), article number 232. Source
  20. Wei, Zhen; Wu, Chao; Wang, Xiaoyi; Supratak, Akara; Wang, Pan; Guo, Yike. (2018). Using support vector machine on EEG for advertisement impact assessment. Frontiers in Neuroscience, v. 12, (MAR), article number 76. Source
  21. Gómez-Romero, Juan; Molina-Solana, Miguel; Oehmichen, Axel; Guo, Yike. (2018). Visualizing large knowledge graphs: A performance analysis. Future Generation Computer Systems, v. 89, p. 224-238. Source
  22. Yang, Jie; Wang, Guo Yin; Liu, Qun; Guo, Yi Ke; Liu, Yue; Gan, Wen Yan; Liu, Yu Chao. (2018). 正态云模型研究回顾与展望. Jisuanji Xuebao/Chinese Journal of Computers, v. 41, (3), p. 724-744. Source
  23. Yang, Xian; Guo, Yike. (2018). Data Science for Asthma Study. Translational Bioinformatics / Springer Nature, 2018, p. 277-301. Source
  24. Oehmichen, Axel; Guitton, Florian; Agapow, Paul; Emam, Ibrahim; Guo, Yike. (2018). A multi tenant computational platform for translational medicine. Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018, Institute of Electrical and Electronics Engineers Inc., 2018, p. 1553-1556. Source
  25. Pu, Juan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan. (2018). Attacking strategy of multiple unmanned surface vehicles based on DAMGWO algorithm. Information Systems / edited by Wrycza Stanislaw; Maslankowski Jacek. Springer Verlag, 2018, p. 135-145. Source
  26. Liao, Binbing; McIlwraith, Douglas; Zhang, Jingqing; Chen, Tong; Wu, Chao; Yang, Shengwen; Guo, Yike; Wu, Fei. (2018). Deep sequence learning with auxiliary information for traffic prediction. KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Association for Computing Machinery, 2018, p. 537-546. Source
  27. Liao, Binbing; Zhang, Jingqing; Cai, Ming; Tang, Siliang; Gao, Yifan; Wu, Chao; Yang, Shengwen; Zhu, Wenwu; Guo, Yike; Wu, Fei. (2018). Dest-resnet: A deep spatiotemporal residual network for hotspot traffic speed prediction. MM 2018 - Proceedings of the 2018 ACM Multimedia Conference, Association for Computing Machinery, Inc, 2018, p. 1883-1891. Source
  28. Liu, Ningjie; Fang, Yuchun; Guo, Yike. (2018). Enhancing feature correlation for bi-modal group emotion recognition. Advances in Multimedia Information Processing – PCM 2018 - 19th Pacific-Rim Conference on Multimedia, 2018, Proceedings / edited by Cheng Wen-Huang; Yamasaki Toshihiko; Ngo Chong-Wah; Hong Richang; Wang Meng. Springer Verlag, 2018, p. 24-34. Source
  29. Liu, Ningjie; Fang, Yuchun; Li, Ling; Hou, Limin; Yang, Fenglei; Guo, Yike. (2018). Multiple feature fusion for automatic emotion recognition using EEG signals. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2018-April, September 2018, article number 8462518, p. 896-900. Source
  30. McIlwraith, Douglas; Catalucci, Andrea; Boyd, Sam; Aghrout, Raouf; Guo, Yi Ke. (2018). Optimising Toward Completed Videos in an Online Video Advertising Exchange. Proceedings - 2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018 / edited by Lung Chung-Horng; Conte Thomas; Liu Ling; Akiyama Toyokazu; Hasan Kamrul; Tovar Edmundo; Takakura Hiroki; Claycomb William; Cimato Stelvio; Yang Ji-Jiang; Zhang Zhiyong; Ahamed Sheikh Iqbal; Reisman Sorel; Demartini Claudio; Nakamura Motonori. IEEE Computer Society, 2018, p. 528-533article number 8377706. Source
  31. Ye, Xueming; Wu, Xing; Guo, Yike. (2018). Real-time Quality Prediction of Casting Billet Based on Random Forest Algorithm. Proceedings of the 2018 IEEE International Conference on Progress in Informatics and Computing, PIC 2018, Institute of Electrical and Electronics Engineers Inc., 2018, p. 140-143article number 8706306. Source
  32. Zhang, Shengyu; Dong, Hao; Hu, Wei; Guo, Yike; Wu, Chao; Xie, Di; Wu, Fei. (2018). Text-to-image synthesis via visual-memory creative adversarial network. Advances in Multimedia Information Processing – PCM 2018 - 19th Pacific-Rim Conference on Multimedia, 2018, Proceedings / edited by Ngo Chong-Wah; Yamasaki Toshihiko; Hong Richang; Wang Meng; Cheng Wen-Huang. Springer Verlag, 2018, p. 417-427. Source
  33. Mo, Yuanhan; Liu, Fangde; McIlwraith, Douglas; Yang, Guang; Zhang, Jingqing; He, Taigang; Guo, Yike. (2018). The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation. Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings / edited by Frangi Alejandro F.; Fichtinger Gabor; Schnabel Julia A.; Alberola-López Carlos; Davatzikos Christos. Springer Verlag, 2018, p. 561-568. Source
  34. Liu, Yuan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan. (2018). The multiple unmanned surface vehicles cooperative defense based on PM-PSO and GA-PSO in the sophisticated sea environment. New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 17th International Conference, SoMeT 2018 / edited by Fujita Hamido; Herrera-Viedma Enrique. IOS Press BV, 2018, p. 801-809. Source

2017

  1. Xie, Jiang; Liu, Yan; Zhou, Zhonghua; Wang, Ruyi; Kong, Yanyan; Guo, Yike; Zhang, Wu. (2017). A disease risk model for health data. Journal of Medical Imaging and Health Informatics, v. 7, (3), p. 536-541. Source
  2. Kuo, Chih Hsi Scott; Pavlidis, Stelios; Loza, Matthew; Baribaud, Fred; Rowe, Anthony; Pandis, Ioannis; Hoda, Uruj; Rossios, Christos; Sousa, Ana; Wilson, Susan J.; Howarth, Peter; Dahlen, Barbro; Dahlen, Sven Erik; Chanez, Pascal; Shaw, Dominick; Krug, Norbert; Sandström, Thomas; De Meulder, Bertrand; Lefaudeux, Diane; Fowler, Stephen; Fleming, Louise; Corfield, Julie; Auffray, Charles; Sterk, Peter J.; Djukanovic, Ratko; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan. (2017). A transcriptome-driven analysis of epithelial brushings and bronchial biopsies to define asthma phenotypes in U-BIOPRED. American Journal of Respiratory and Critical Care Medicine, v. 195, (4), p. 443-455. Source
  3. Du, Yi; Ma, Cuixia; Wu, Chao; Xu, Xiaowei; Guo, Yike; Zhou, Yuanchun; Li, Jianhui. (2017). A visual analytics approach for station-based air quality data. Sensors (Switzerland), v. 17, (1), article number 30. Source
  4. Supratak, Akara; Dong, Hao; Wu, Chao; Guo, Yike. (2017). DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 25, (11), p. 1998-2008, article number 7961240. Source
  5. Ma, Wen; Luo, Xiangfeng; Xuan, Junyu; Xue, Ruirong; Guo, Yike. (2017). Discover semantic topics in patents within a specific domain. Journal of Web Engineering, v. 16, (7-8), p. 653-675. Source
  6. Bai, Liang; Cheng, Xueqi; Liang, Jiye; Shen, Huawei; Guo, Yike. (2017). Fast density clustering strategies based on the k-means algorithm. Pattern Recognition, v. 71, p. 375-386. Source
  7. Bai, Liang; Cheng, Xueqi; Liang, Jiye; Guo, Yike. (2017). Fast graph clustering with a new description model for community detection. Information Sciences, v. 388-389, p. 37-47. Source
  8. Molina-Solana, Miguel; Birch, David; Guo, Yi ke. (2017). Improving data exploration in graphs with fuzzy logic and large-scale visualisation. Applied Soft Computing, v. 53, p. 227-235. Source
  9. Nie, Lei; Yang, Xian; Matthews, Paul M.; Xu, Zhi Wei; Guo, Yi Ke. (2017). Inferring functional connectivity in fMRI using minimum partial correlation. International Journal of Automation and Computing, v. 14, (4), p. 371-385. Source
  10. Pei, Mengqi; Wu, Xing; Guo, Yike; Fujita, Hamido. (2017). Small bowel motility assessment based on fully convolutional networks and long short-term memory. Knowledge-Based Systems, v. 121, p. 163-172. Source
  11. Yang, Xian; Pan, Wei; Guo, Yike. (2017). Sparse Bayesian classification and feature selection for biological expression data with high correlations. PLoS ONE, v. 12, (12), article number e0189541. Source
  12. Kuo, Chih Hsi Scott; Pavlidis, Stelios; Loza, Matthew; Baribaud, Fred; Rowe, Anthony; Pandis, Iaonnis; Sousa, Ana; Corfield, Julie; Djukanovic, Ratko; Lutter, Rene; Sterk, Peter J.; Auffray, Charles; Guo, Yike; Adcock, Ian M.; Chung, Kian Fan. (2017). T-helper cell type 2 (Th2) and non-Th2 molecular phenotypes of asthma using sputum transcriptomics in U-BIOPRED. European Respiratory Journal, v. 49, (2), article number 1602135. Source
  13. the U-BIOPRED Study Group; Hekking, Pieter Paul; Loza, Matthew J.; Pavlidis, Stelios; de Meulder, Bertrand; Lefaudeux, Diane; Baribaud, Frederic; Auffray, Charles; Wagener, Ariane H.; Brinkman, Paul; Lutter, René; Bansal, Aruna T.; Sousa, Ana R.; Bates, Stewart A.; Pandis, Ioannis; Fleming, Louise J.; Shaw, Dominick E.; Fowler, Stephen J.; Guo, Yike; Meiser, Andrea; Sun, Kai; Corfield, Julie; Howarth, Peter; Bel, Elisabeth H.; Adcock, Ian M.; Chung, Kian Fan; Djukanovic, Ratko; Sterk, Peter J.. (2017). Transcriptomic gene signatures associated with persistent airflow limitation in patients with severe asthma. European Respiratory Journal, v. 50, (3), article number 1602298. Source
  14. He, Sijin; Yong, May; Matthews, Paul M.; Guo, Yike. (2017). tranSMART-XNAT Connector tranSMART-XNAT connector - Image selection based on clinical phenotypes and genetic profiles. Bioinformatics, v. 33, (5), p. 787-788. Source
  15. U-BIOPRED Study Group; U-BIOPRED Study Group; Guo, Yi Ke. (2017). U-BIOPRED clinical adult asthma clusters linked to a subset of sputum omics. Journal of Allergy and Clinical Immunology, v. 139, (6), p. 1797-1807. Source
  16. Dong, Hao; Yang, Guang; Liu, Fangde; Mo, Yuanhan; Guo, Yike. (2017). Automatic brain tumor detection and segmentation using U-net based fully convolutional networks. Medical Image Understanding and Analysis - 21st Annual Conference, MIUA 2017, Proceedings / edited by Gonzalez-Castro Victor; Valdes Hernandez Maria. Springer Verlag, 2017, p. 506-517. Source
  17. Oehmichen, Axel; Guitton, Florian; Sun, Kai; Grizet, Jean; Heinis, Thomas; Guo, Yike. (2017). ETRIKS analytical environment: A modular high performance framework for medical data analysis. Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017 / edited by Nie Jian-Yun; Obradovic Zoran; Suzumura Toyotaro; Ghosh Rumi; Nambiar Raghunath; Wang Chonggang; Zang Hui; Baeza-Yates Ricardo; Baeza-Yates Ricardo; Hu Xiaohua; Kepner Jeremy; Cuzzocrea Alfredo; Tang Jian; Toyoda Masashi. Institute of Electrical and Electronics Engineers Inc., 2017, p. 353-360. Source
  18. Lertvittayakumjorn, Piyawat; Wu, Chao; Liu, Yue; Mi, Hong; Guo, Yike. (2017). Exploratory analysis of big social data using MIC/MINE statistics. Social Informatics - 9th International Conference, SocInfo 2017, Proceedings / edited by Ciampaglia Giovanni Luca; Yasseri Taha; Mashhadi Afra. Springer Verlag, 2017, p. 513-526. Source
  19. Dong, Hao; Zhang, Jingqing; McIlwraith, Douglas; Guo, Yike. (2017). I2T2I: Learning text to image synthesis with textual data augmentation. 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings, IEEE Computer Society, 2017, p. 2015-2019. Source
  20. Dong, Hao; Yu, Simiao; Wu, Chao; Guo, Yike. (2017). Semantic Image Synthesis via Adversarial Learning. Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017, Institute of Electrical and Electronics Engineers Inc., 2017, p. 5707-5715article number 8237870. Source
  21. Dong, Hao; Supratak, Akara; Mai, Luo; Liu, Fangde; Oehmichen, Axel; Yu, Simiao; Guo, Yike. (2017). TensorLayer: A versatile library for efficient deep learning development. MM 2017 - Proceedings of the 2017 ACM Multimedia Conference, Association for Computing Machinery, Inc, 2017, p. 1201-1204. Source
  22. Pu, Juan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan. (2017). The combat of unmanned surface vehicles based on wolves attack. New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 16th International Conference, SoMeT 2017 / edited by Fujita Hamido; Selamat Ali; Omatu Sigeru. IOS Press BV, 2017, p. 794-805. Source
  23. Liu, Yuan; Wu, Xing; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan. (2017). The cooperative defense strategy by multi-USVs. New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 16th International Conference, SoMeT 2017 / edited by Fujita Hamido; Selamat Ali; Omatu Sigeru. IOS Press BV, 2017, p. 806-814. Source
  24. Wu, Xing; Liu, Yuan; Guo, Yike; Xie, Shaorong; Pu, Huayan; Peng, Yan. (2017). The cooperative defense system by team of USVs in complicated sea environment. New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 16th International Conference, SoMeT 2017 / edited by Fujita Hamido; Selamat Ali; Omatu Sigeru. IOS Press BV, 2017, p. 815-823. Source

2016

  1. Liang, Shuang; Yin, Shouyi; Liu, Leibo; Guo, Yike; Wei, Shaojun. (2016). A Coarse-Grained Reconfigurable Architecture for Compute-Intensive MapReduce Acceleration. IEEE Computer Architecture Letters, v. 15, (2), p. 69-72, article number 7163277. Source
  2. Tsinalis, Orestis; Matthews, Paul M.; Guo, Yike. (2016). Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders. Annals of Biomedical Engineering, v. 44, (5), p. 1587-1597. Source
  3. Wang, Shicai; Mares, Mihaela A.; Guo, Yi Ke. (2016). CGDM: Collaborative genomic data model for molecular profiling data using NoSQL. Bioinformatics, v. 32, (23), p. 3654-3660. Source
  4. Li, Yang; Pandis, Ioannis; Guo, Yike. (2016). Enabling virtual sensing as a service. Informatics, v. 3, (2), article number 3. Source
  5. Auffray, Charles; Balling, Rudi; Barroso, Inês; Bencze, László; Benson, Mikael; Bergeron, Jay; Bernal-Delgado, Enrique; Blomberg, Niklas; Bock, Christoph; Conesa, Ana; Del Signore, Susanna; Delogne, Christophe; Devilee, Peter; Di Meglio, Alberto; Eijkemans, Marinus; Flicek, Paul; Graf, Norbert; Grimm, Vera; Guchelaar, Henk Jan; Guo, Yi Ke; Gut, Ivo Glynne; Hanbury, Allan; Hanif, Shahid; Hilgers, Ralf Dieter; Honrado, Ángel; Hose, D. Rod; Houwing-Duistermaat, Jeanine; Hubbard, Tim; Janacek, Sophie Helen; Karanikas, Haralampos; Kievits, Tim; Kohler, Manfred; Kremer, Andreas; Lanfear, Jerry; Lengauer, Thomas; Maes, Edith; Meert, Theo; Müller, Werner; Nickel, Dörthe; Oledzki, Peter; Pedersen, Bertrand; Petkovic, Milan; Pliakos, Konstantinos; Rattray, Magnus; i Màs, Josep Redón; Schneider, Reinhard; Sengstag, Thierry; Serra-Picamal, Xavier; Spek, Wouter; Vaas, Lea A.I.; van Batenburg, Okker; Vandelaer, Marc; Varnai, Peter; Villoslada, Pablo; Vizcaíno, Juan Antonio; Wubbe, John Peter Mary; Zanetti, Gianluigi. (2016). Erratum to: Making sense of big data in health research: Towards an EU action plan [Genome Med., 8 (2016) (71)]. Genome Medicine, v. 8, (1), article number 118. Source
  6. Nie, Lei; Matthews, Paul M.; Guo, Yike. (2016). Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex. IEEE Transactions on Biomedical Engineering, v. 63, (12), p. 2505-2517, article number 7473923. Source
  7. Auffray, Charles; Balling, Rudi; Barroso, Inês; Bencze, László; Benson, Mikael; Bergeron, Jay; Bernal-Delgado, Enrique; Blomberg, Niklas; Bock, Christoph; Conesa, Ana; Del Signore, Susanna; Delogne, Christophe; Devilee, Peter; Di Meglio, Alberto; Eijkemans, Marinus; Flicek, Paul; Graf, Norbert; Grimm, Vera; Guchelaar, Henk Jan; Guo, Yi Ke; Gut, Ivo Glynne; Hanbury, Allan; Hanif, Shahid; Hilgers, Ralf Dieter; Honrado, Ángel; Hose, D. Rod; Houwing-Duistermaat, Jeanine; Hubbard, Tim; Janacek, Sophie Helen; Karanikas, Haralampos; Kievits, Tim; Kohler, Manfred; Kremer, Andreas; Lanfear, Jerry; Lengauer, Thomas; Maes, Edith; Meert, Theo; Müller, Werner; Nickel, Dörthe; Oledzki, Peter; Pedersen, Bertrand; Petkovic, Milan; Pliakos, Konstantinos; Rattray, Magnus; i Màs, Josep Redón; Schneider, Reinhard; Sengstag, Thierry; Serra-Picamal, Xavier; Spek, Wouter; Vaas, Lea A.I.; van Batenburg, Okker; Vandelaer, Marc; Varnai, Peter; Villoslada, Pablo; Vizcaíno, Juan Antonio; Wubbe, John Peter Mary; Zanetti, Gianluigi. (2016). Making sense of big data in health research: Towards an EU action plan. Genome Medicine, v. 8, (1), article number 71. Source
  8. Wilson, Susan J.; Ward, Jonathan A.; Sousa, Ana R.; Corfield, Julie; Bansal, Aruna T.; De Meulder, Bertrand; Lefaudeux, Diane; Auffray, Charles; Loza, Matthew J.; Baribaud, Frederic; Fitch, Neil; Sterk, Peter J.; Chung, Kian Fan; Gibeon, David; Sun, Kai; Guo, Yi Ke; Adcock, Ian; Djukanovic, Ratko; Dahlen, Barbro; Chanez, Pascal; Shaw, Dominick; Krug, Norbert; Hohlfeld, Jens; Sandström, Thomas; Howarth, Peter H.. (2016). Severe asthma exists despite suppressed tissue inflammation: Findings of the U-BIOPRED study. European Respiratory Journal, v. 48, (5), p. 1307-1319. Source
  9. McGinn, Dan; Birch, David; Akroyd, David; Molina-Solana, Miguel; Guo, Yike; Knottenbelt, William J.. (2016). Visualizing Dynamic Bitcoin Transaction Patterns. Big Data, v. 4, (2), p. 109-119. Source
  10. Li, Yang; Guo, Yike. (2016). Wiki-Health: From Quantified Self to Self-Understanding. Future Generation Computer Systems, v. 56, p. 333-359. Source
  11. 郭毅可, Yike; 潘为; 于思淼; 吴超; 王世才. (2016). 为科学服务的大数据. Bulletin of Chinese Academy of Sciences, v. 6, p. 599-607. Source
  12. 郭毅可, Yike; 杨氙. (2016). 精确医学与大数据. 上海大學學報(自然科學版)=Journal of Shanghai University(Natural Science Edition), v. 1, p. 17-27. Source
  13. 郭, 毅可. (2016). 走好我们的大数据之路. 上海大學學報(自然科學版)=Journal of Shanghai University(Natural Science Edition), v. v. 1, p. 1-2. Source
  14. Supratak, Akara; Wu, Chao; Dong, Hao; Sun, Kai; Guo, Yike. (2016). Survey on feature extraction and applications of biosignals. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) / Springer Verlag, 2016, p. 161-182. Source
  15. Dong, Hao; Matthews, Paul M.; Guo, Yike. (2016). A new soft material based in-the-ear EEG recording technique. 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Institute of Electrical and Electronics Engineers Inc., 2016, p. 5709-5712article number 7592023. Source
  16. Wu, Chao; Cai, Yi; Zhao, Mei; Huang, Songping; Guo, Yike. (2016). Generating computational taxonomy for business models of the digital economy. Database Systems for Advanced Applications - DASFAA 2016 International Workshops / edited by Kim Jinho; Gao Hong; Sakurai Yasushi. Springer Verlag, 2016, p. 126-133. Source
  17. Xue, Niannan; Pan, Wei; Guo, Yike. (2016). Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach. 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Institute of Electrical and Electronics Engineers Inc., 2016, p. 1476-1479article number 7590988. Source
  18. Mares, Mihaela Andreea; Guo, Yike. (2016). Resampling-based variable selection with lasso for p >> n and partially linear models. Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015, Institute of Electrical and Electronics Engineers Inc., 2016, p. 1076-1082article number 7424463. Source

2015

  1. Shaw, Dominick E.; Sousa, Ana R.; Fowler, Stephen J.; Fleming, Louise J.; Roberts, Graham; Corfield, Julie; Pandis, Ioannis; Bansal, Aruna T.; Bel, Elisabeth H.; Auffray, Charles; Compton, Chris H.; Bisgaard, Hans; Bucchioni, Enrica; Caruso, Massimo; Chanez, Pascal; Dahlén, Barbro; Dahlen, Sven Erik; Dyson, Kerry; Frey, Urs; Geiser, Thomas; De Verdier, Maria Gerhardsson; Gibeon, David; Guo, Yi Ke; Hashimoto, Simone; Hedlin, Gunilla; Jeyasingham, Elizabeth; Hekking, Pieter Paul W.; Higenbottam, Tim; Horváth, Ildikó; Knox, Alan J.; Krug, Norbert; Erpenbeck, Veit J.; Larsson, Lars X.; Lazarinis, Nikos; Matthews, John G.; Middelveld, Roelinde; Montuschi, Paolo; Musial, Jacek; Myles, David; Pahus, Laurie; Sandström, Thomas; Seibold, Wolfgang; Singer, Florian; Strandberg, Karin; Vestbo, Jorgen; Vissing, Nadja; Von Garnier, Christophe; Adcock, Ian M.; Wagers, Scott; Rowe, Anthony; Howarth, Peter; Wagener, Ariane H.; Djukanovic, Ratko; Sterk, Peter J.; Chung, Kian Fan. (2015). Clinical and inflammatory characteristics of the European U-BIOPRED adult severe asthma cohort. European Respiratory Journal, v. 46, (5), p. 1308-1321. Source
  2. Yin, Shouyi; Ouyang, Peng; Liu, Leibo; Guo, Yike; Wei, Shaojun. (2015). Fast traffic sign recognition with a rotation invariant binary pattern based feature. Sensors (Switzerland), v. 15, (1), p. 2161-2180. Source
  3. 吴超; 李骏翔; 李漾; 严舒琳; 马娅婕; Birch, David; Silva, Dilshan; Tsinalis, Orestis; 郭毅可, Yike. (2015). WikiSensing:从大数据到数据产品. Journal of Frontiers of Computer Science and Technology, v. 10, p. 1195-1208. Source
  4. 郭方中; 郭毅可, Yike. (2015). 沟通天地 融合东西:论现代科学和国学的融通. 中国高教研究=China Higher Education Research, v. 6, p. 42705. Source
  5. Guo, Yike; Friston, Karl; Faisal, Aldo; Hill, Sean; Peng, Hanchuan. (2015). Brain informatics and health: 8th international conference, BIH 2015 London, UK, august 30 – september 2, 2015 proceedings. Brain Informatics and Health - 8th International Conference, BIH 2015, Proceedings / edited by Guo Y. Yike; Friston Karl; Faisal A. Aldo; Hill S. Sean; Peng Hanchuan. Springer Verlag, 2015,. Source
  6. Yin, Shouyi; Li, Jiakun; Liu, Leibo; Wei, Shaojun; Guo, Yike. (2015). Cooperatively managing dynamic writeback and insertion policies in a last-level DRAM cache. Proceedings of the 2015 Design, Automation and Test in Europe Conference and Exhibition, DATE 2015, Institute of Electrical and Electronics Engineers Inc., 2015, p. 187-192article number 7092380. Source
  7. Yin, Shouyi; Liu, Dajiang; Liu, Leibo; Wei, Shaojun; Guo, Yike. (2015). Joint affine transformation and loop pipelining for mapping nested loop on CGRAs. Proceedings of the 2015 Design, Automation and Test in Europe Conference and Exhibition, DATE 2015, Institute of Electrical and Electronics Engineers Inc., 2015, p. 115-120article number 7092368. Source
  8. Nie, Lei; Yang, Xian; Matthews, Paul M.; Xu, Zhiwei; Guo, Yike. (2015). Minimum partial correlation: An accurate and parameter-free measure of functional connectivity in fMRI. Brain Informatics and Health - 8th International Conference, BIH 2015, Proceedings / edited by Guo Y. Yike; Hill S. Sean; Friston Karl; Peng Hanchuan; Faisal A. Aldo. Springer Verlag, 2015, p. 125-134. Source
  9. Wang, Shicai; Mares, Mihaela A.; Guo, Yike. (2015). Optimising bootstrapping algorithms using R and hadoop. Proceedings - 2015 IEEE 35th International Conference on Distributed Computing Systems Workshops, ICDCSW 2015, Institute of Electrical and Electronics Engineers Inc., 2015, p. 148-154article number 7165098. Source
  10. Yang, Xian; Nie, Lei; Matthews, Paul M.; Tomassini, Valentina; Xu, Zhiwei; Guo, Yike. (2015). The critical regularization value: Incorporating spatial smoothness to enhance signal detection in highly noisy fMRI data. 2015 7th International IEEE/EMBS Conference on Neural Engineering, NER 2015, IEEE Computer Society, 2015, p. 1076-1079article number 7146814. Source

2014

  1. Yang, Xian; Guo, Yike; Guo, Li. (2014). An iterative parameter estimation method for biological systems and its parallel implementation. Concurrency and Computation: Practice and Experience, v. 26, (6), p. 1249-1267. Source
  2. Yang, Xiaoyu; Wallom, David; Waddington, Simon; Wang, Jianwu; Shaon, Arif; Matthews, Brian; Wilson, Michael; Guo, Yike; Guo, Li; Blower, Jon D.; Vasilakos, Athanasios V.; Liu, Kecheng; Kershaw, Philip. (2014). Cloud computing in e-Science: Research challenges and opportunities. Journal of Supercomputing, v. 70, (1), p. 408-464. Source
  3. Wu, Chao; Birch, David; Silva, Dilshan; Lee, Chun Hsiang; Tsinalis, Orestis; Guo, Yike. (2014). Concinnity: A Generic Platform for Big Sensor Data Applications. IEEE Cloud Computing, v. 1, (2), p. 42-50. Source
  4. Han, Rui; Ghanem, Moustafa M.; Guo, Li; Guo, Yike; Osmond, Michelle. (2014). Enabling cost-aware and adaptive elasticity of multi-tier cloud applications. Future Generation Computer Systems, v. 32, (1), p. 82-98. Source
  5. Wang, Shicai; Pandis, Ioannis; Wu, Chao; He, Sijin; Johnson, David; Emam, Ibrahim; Guitton, Florian; Guo, Yike. (2014). High dimensional biological data retrieval optimization with NoSQL technology. BMC Genomics, v. 15, article number S3. Source
  6. Nie, Lei; Yang, Xian; Adcock, Ian; Xu, Zhiwei; Guo, Yike. (2014). Inferring cell-scale signalling networks via compressive sensing. PLoS ONE, v. 9, (4), article number e95326. Source
  7. Yan, Shulin; Nie, Lei; Wu, Chao; Guo, Yike. (2014). Linear Dynamic Sparse Modelling for functional MR imaging. Brain Informatics, v. 1, (1-4), p. 11-18. Source
  8. Wang, Shicai; Pandis, Ioannis; Johnson, David; Emam, Ibrahim; Guitton, Florian; Oehmichen, Axel; Guo, Yike. (2014). Optimising parallel R correlation matrix calculations on gene expression data using MapReduce. BMC Bioinformatics, v. 15, (1), article number 351. Source
  9. Wang, Minchao; Zhang, Wu; Ding, Wang; Dai, Dongbo; Zhang, Huiran; Xie, Hao; Chen, Luonan; Guo, Yike; Xie, Jiang. (2014). Parallel clustering algorithm for large-scale biological data sets. PLoS ONE, v. 9, (4), article number e91315. Source
  10. Wang, Shicai; Pandis, Ioannis; Emam, Ibrahim; Johnson, David; Guitton, Florian; Oehmichen, Axel; Guo, Yike. (2014). DSIMBench: A benchmark for microarray data using R. Big Data Benchmarks, Performance Optimization, and Emerging Hardware - 4th and 5th Workshops, BPOE 2014, Revised Selected Papers / edited by Zhan Jianfeng; Han Rui; Han Rui; Weng Chuliang. Springer Verlag, 2014, p. 47-56. Source
  11. He, Sijin; Guo, Li; Guo, Yike. (2014). Elastic application container system: Elastic web applications provisioning. Cloud Technology / IGI Global, 2014, p. 920-942. Source
  12. Li, Yang; Wu, Chao; Guo, Li; Lee, Chun Hsiang; Guo, Yike. (2014). Wiki-health: A big data platform for health sensor data management. Cloud Computing Applications for Quality Health Care Delivery / IGI Global, 2014, p. 59-77. Source
  13. Yan, Shulin; Yang, Xian; Wu, Chao; Zheng, Zhiyun; Guo, Yike. (2014). Balancing the stability and predictive performance for multivariate voxel selection in fMRI study. Brain Informatics and Health - International Conference, BIH 2014, Proceedings, Springer Verlag, 2014, p. 90-99. Source
  14. Zheng, Zhiyun; Du, Zhimeng; Li, Lun; Guo, Yike. (2014). BigData oriented open scalable relational data model. Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014 / edited by Chen Peter; Chen Peter; Jain Hemant. Institute of Electrical and Electronics Engineers Inc., 2014, p. 398-405article number 6906808. Source
  15. Li, Yang; Guo, Li; Wu, Chao; Lee, Chun Hsiang; Guo, Yike. (2014). Building a cloud-based platform for personal health sensor data management. 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014, IEEE Computer Society, 2014, p. 223-226article number 6864344. Source
  16. Guo, Yike; Johnson, David. (2014). Creating a chemistry of sciences with big data: Building the data science institute at Imperial College London. Proceedings of the 3rd ASE International Conference on Big Data Science and Computing, BIGDATASCIENCE 2014, Association for Computing Machinery, 2014, article number 2644159. Source
  17. Li, Yang; Guo, Li; Guo, Yike. (2014). Enabling health monitoring as a service in the cloud. Proceedings - 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing, UCC 2014, Institute of Electrical and Electronics Engineers Inc., 2014, p. 127-136article number 7027488. Source
  18. Li, Yang; Guo, Li; Supratak, Akara; Guo, Yike. (2014). Enabling performance as a service for a cloud storage system. Proceedings - 2014 IEEE 7th International Conference on Cloud Computing, CLOUD 2014 / edited by Kesselman Carl. IEEE Computer Society, 2014, p. 554-561article number 6973786. Source
  19. Supratak, Akara; Li, Ling; Guo, Yike. (2014). Feature extraction with stacked autoencoders for epileptic seizure detection. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Institute of Electrical and Electronics Engineers Inc., 2014, p. 4184-4187article number 6944546. Source
  20. Yan, Shulin; Yang, Xian; Wu, Chao; Guo, Yike. (2014). Integration of sparse Bayesian learning and random subspace for fMRI Multivariate Pattern Analysis. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Institute of Electrical and Electronics Engineers Inc., 2014, p. 1035-1038article number 6943770. Source
  21. Wu, Chao; Wu, D.; Yan, Shulin; Guo, Yike. (2014). Sensor deployment in Bayesian compressive sensing based environmental monitoring. Mobile and Ubiquitous Systems / edited by Stojmenovic Ivan; Cheng Zixue; Guo Song. Springer Verlag, 2014, p. 37-51. Source

2013

  1. Hsu, Ching Hsien; Lin, Chun Yuan; Ouyang, Ming; Guo, Yi Ke. (2013). Biocloud: Cloud computing for biological, genomics, and drug design. BioMed Research International, v. 2013, article number 909470. Source
  2. Ma, Yajie; Guo, Yike; Silva, Dilshan; Tsinalis, Orestis; Wu, Chao. (2013). Elastic information management for air pollution monitoring in large-scale M2M sensor networks. International Journal of Distributed Sensor Networks, v. 2013, article number 251374. Source
  3. Gibeon, David; Batuwita, Kannangara; Osmond, Michelle; Heaney, Liam G.; Brightling, Chris E.; Niven, Rob; Mansur, Adel; Chaudhuri, Rekha; Bucknall, Christine E.; Rowe, Anthony; Guo, Yike; Bhavsar, Pankaj K.; Chung, Kian Fan; Menzies-Gow, Andrew. (2013). Obesity-associated severe asthma represents a distinct clinical phenotype analysis of the british thoracic society diffi cult asthma registry patient cohort according to bmi. Chest, v. 143, (2), p. 406-414. Source
  4. Kelay, Tanika; Kesavan, Sujatha; Collins, Ruth E.; Kyaw-Tun, Jimmy; Cox, Benita; Bello, Fernando; Kneebone, Roger L.; Sevdalis, Nick; Kitney, R. I.; Bello, F.; Cox, B.; Dickinson, R. J.; Guo, Y. K.; Kneebone, R. L.. (2013). Techniques to aid the implementation of novel clinical information systems: A systematic review. International Journal of Surgery, v. 11, (9), p. 783-791. Source
  5. Wang, Fu Zhong; Guo, Yi Ke. (2013). The algorithm of region pole placement on the safety interval. Journal of Theoretical and Applied Information Technology, v. 47, (3), p. 1294-1297. Source
  6. 周, 文; 井, 明洋; 吴, 辰康; 徐, 怡秋; 马, 雯; 郭, 毅可. (2013). 中国云计算产业结构和商业模式. 上海大學學報(自然科學版)=Journal of Shanghai University(Natural Science Edition), v. v. 1, p. 26-30. Source
  7. 郭毅可, Yike; 韩锐. (2013). 云计算中的弹性算法:概要和展望. 上海大學學報(自然科學版)=Journal of Shanghai University(Natural Science Edition), v. 1, p. 45748. Source
  8. Georgatos, Fotis; Ballereau, Stéphane; Pellet, Johann; Ghanem, Moustafa; Price, Nathan; Hood, Leroy; Guo, Yi Ke; Boutigny, Dominique; Auffray, Charles; Balling, Rudi; Schneider, Reinhard. (2013). Computational infrastructures for data and knowledge management in systems biology. Systems Biology / Springer Netherlands, 2013, p. 377-397. Source
  9. Yan, Shulin; Nie, Lei; Wu, Chao; Guo, Yike. (2013). An approximation approach to measurement design in the reconstruction of functional MRI sequences. Brain and Health Informatics - International Conference, BHI 2013, Proceedings, 2013, p. 115-125. Source
  10. Li, Yang; Guo, Li; Guo, Yike. (2013). An Efficient and Performance-Aware Big Data Storage System. Cloud Computing and Services Science - 2nd International Conference, CLOSER 2012, Revised Selected Papers, Springer Verlag, 2013, p. 102-116. Source
  11. Lee, Chun Hsiang; Birch, David; Wu, Chao; Silva, Dilshan; Tsinalis, Orestis; Li, Yang; Yan, Shulin; Ghanem, Moustafa; Guo, Yike. (2013). Building a generic platform for big sensor data application. Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013, IEEE Computer Society, 2013, p. 94-102article number 6691559. Source
  12. He, Sijin; Ghanem, Moustafa; Guo, Li; Guo, Yike. (2013). Cloud resource monitoring for intrusion detection. Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom, v. 2, p. 281-284, article number 6735436. Source
  13. Han, Rui; Nie, Lei; Ghanem, Moustafa M.; Guo, Yike. (2013). Elastic algorithms for guaranteeing quality monotonicity in big data mining. Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013, IEEE Computer Society, 2013, p. 45-50article number 6691553. Source
  14. Wu, Chao; Guo, Yike. (2013). Enhanced user data privacy with pay-by-data model. Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013, IEEE Computer Society, 2013, p. 53-57article number 6691688. Source
  15. Zheng, Zhi Yun; Jia, Li Mei; Wang, Zhen Fei; Guo, Yi Ke. (2013). Research on semantic similarity calculation of linked data based on multiple factors. Proceedings - 2013 IEEE 3rd International Conference on Cloud and Green Computing, CGC 2013 and 2013 IEEE 3rd International Conference on Social Computing and Its Applications, SCA 2013, 2013, p. 358-362article number 6686055. Source

2012

  1. Wang, Frank Z.; Helian, Na; Wu, Sining; Yang, Xiao; Guo, Yike; Lim, Guan; Rashid, Md Mamunur. (2012). Delayed switching applied to memristor neural networks. Journal of Applied Physics, v. 111, (7), article number 07E317. Source
  2. Yang, Xian; Han, Rui; Guo, Yike; Bradley, Jeremy; Cox, Benita; Dickinson, Robert; Kitney, Richard. (2012). Modelling and performance analysis of clinical pathways using the stochastic process algebra PEPA. BMC Bioinformatics, v. 13, (SUPPL 1), article number S4. Source
  3. Dustdar, Schahram; Guo, Yike; Han, Rui; Satzger, Benjamin; Truong, Hong Linh. (2012). Programming directives for elastic computing. IEEE Internet Computing, v. 16, (6), p. 72-77, article number 6355538. Source
  4. Chao, Wu; Guo, Yike; Zhou, Bo. (2012). Social networking federation: A position paper. Computers and Electrical Engineering, v. 38, (2), p. 306-329. Source
  5. Silva, Dilshan; Ghanem, Moustafa; Guo, Yike. (2012). Wikisensing: An online collaborative approach for sensor data management. Sensors (Switzerland), v. 12, (10), p. 13295-13332. Source
  6. Guo, Yike; Yang, Xian. (2012). System Biology Approach to Study Cancer Related Pathways. Systems Biology in Cancer Research and Drug Discovery / Springer Netherlands, 2012, p. 39-67. Source
  7. Wu, Chao; Guo, Yike. (2012). A new paradigm for web app development, deployment, distribution, and collaboration. ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, 2012, p. 433-438. Source
  8. Wu, Chao; Guo, Yike. (2012). A semantic relatedness service based on folksonomy. Proceedings - ICIDT 2012, 8th International Conference on Information Science and Digital Content Technology, 2012, p. 506-511article number 6269325. Source
  9. Guo, Yike; Wu, Chao; Peteiro-Barral, Diego. (2012). An EEG-based brain informatics application for enhancing music experience. Brain Informatics - International Conference, BI 2012, Proceedings, 2012, p. 265-276. Source
  10. Yang, Xian; Guo, Yike; Bradley, Jeremy. (2012). An iterative parameter estimation method for biological systems. ECMLS 2012 - 3rd International Emerging Computational Methods for the Life Sciences Workshop, 2012, p. 65-74. Source
  11. Yang, Xian; Guo, Yike; Skipp, Paul; Rowe, Anthony. (2012). Automating mass spectrometry proteomics analysis. 4th International Conference on Bioinformatics and Computational Biology 2012, BICoB 2012, 2012, p. 231-238. Source
  12. Li, Yang; Guo, Li; Guo, Yike. (2012). CACSS: Towards a generic cloud storage service. CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, SciTePress, 2012, p. 27-36. Source
  13. Wu, Xing; Wang, Ming Chao; Zhang, Wu; Guo, Yike. (2012). Cloud program with a pricing strategy for Iaas in cloud computing. Proceedings of the 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2012, 2012, p. 2316-2319article number 6270600. Source
  14. Holehouse, Alex; Yang, Xian; Adcock, Ian; Guo, Yike. (2012). Developing a novel integrated model of p38 MAPK and glucocorticoid signalling pathways. 2012 IEEE Symposium on Computational Intelligence and Computational Biology, CIBCB 2012, 2012, p. 69-76article number 6217213. Source
  15. Guo, Yike; Ghanem, Moustafa; Han, Rui. (2012). Does the Cloud need new algorithms? An introduction to elastic algorithms. CloudCom 2012 - Proceedings, IEEE Computer Society, 2012, p. 66-73article number 6427500. Source
  16. He, Sijin; Guo, Li; Guo, Yike; Wu, Chao; Ghanem, Moustafa; Han, Rui. (2012). Elastic application container: A lightweight approach for cloud resource provisioning. Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications, AINA 2012, 2012, p. 15-22article number 6184989. Source
  17. Yan, Shulin; Wu, Chao; Dai, Wei; Ghanem, Moustafa; Guo, Yike. (2012). Environmental monitoring via compressive sensing. Proceedings of the 6th Int. Workshop on Knowledge Discovery from Sensor Data, SensorKDD'12 - Held in Conjunction with the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2012, 2012, p. 61-68. Source
  18. He, Sijin; Guo, Li; Ghanem, Moustafa; Guo, Yike. (2012). Improving resource utilisation in the cloud environment using multivariate probabilistic models. Proceedings - 2012 IEEE 5th International Conference on Cloud Computing, CLOUD 2012, 2012, p. 574-581article number 6253553. Source
  19. Han, Rui; Guo, Li; Ghanem, Moustafa M.; Guo, Yike. (2012). Lightweight resource scaling for cloud applications. Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012, 2012, p. 644-651article number 6217477. Source

2011

  1. Ma, Yajie; Guo, Yike; Tian, Xiangchuan; Ghanem, Moustafa. (2011). Distributed clustering-based aggregation algorithm for spatial correlated sensor networks. IEEE Sensors Journal, v. 11, (3), p. 641-648, article number 5582145. Source
  2. Guo, Yi Ke; Guo, Li. (2011). IC cloud: Enabling compositional cloud. International Journal of Automation and Computing, v. 8, (3), p. 269-279. Source
  3. Huang, Lican; Cao, Junwei; Guo, Yike; Kerbyson, Darren J.; Liu, Yuanan; Walker, David W.; Yu, Lean; Jarvis, Stephen A.; Lai, Kin Keung; Li, Maozhen; Xiong, Hui. (2011). Message from general co-chairs and program co-chairs. Proceedings - 2nd International Conference on Networking and Distributed Computing, ICNDC 2011, p. xi-xii, article number 6047035. Source
  4. Dustdar, Schahram; Guo, Yike; Satzger, Benjamin; Truong, Hong Linh. (2011). Principles of elastic processes. IEEE Internet Computing, v. 15, (5), p. 66-71, article number 6015579. Source
  5. Guo, Yike; Munro, Robin E.J.; Kalaitzopoulos, Dimitrios; Grigoriadis, Anita. (2011). The ForeSee (4C) Approach for Integrative Analysis in Gene Discovery. In Silico Tools for Gene Discovery / Humana Press Inc., 2011, p. 53-71. Source
  6. Han, Rui; Guo, Li; Guo, Yike; He, Sijin. (2011). A deployment platform for dynamically scaling applications in the cloud. Proceedings - 2011 3rd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2011, IEEE Computer Society, 2011, p. 506-510article number 6133184. Source
  7. Wu, Chao; Guo, Yike. (2011). Detecting insecure person in crowd with human sensor. Procedia Computer Science, v. 5, p. 788-792. Source
  8. He, Sijin; Guo, Li; Guo, Yike. (2011). Elastic application container. Paper presented at 12th IEEE/ACM International Conference on Grid Computing, Grid 2011, Lyon, France, p. 216-217. Source
  9. Soh, Donny; Dong, Difeng; Guo, Yike; Wong, Limsoon. (2011). Finding consistent disease subnetworks across microarray datasets. Paper presented at 10th International Conference on Bioinformatics and 1st ISCB Asia Joint Conference 2011: Bioinformatics, InCoB 2011/ISCB-Asia 2011, Kuala Lumpur, Malaysia. Source
  10. He, Sijin; Guo, Li; Guo, Yike. (2011). Real time elastic cloud management for limited resources. Proceedings - 2011 IEEE 4th International Conference on Cloud Computing, CLOUD 2011, 2011, p. 622-629article number 6008763. Source

2010

  1. Soh, Donny; Dong, Difeng; Guo, Yike; Wong, Limsoon. (2010). Consistency, comprehensiveness, and compatibility of pathway databases. BMC Bioinformatics, v. 11, article number 449. Source
  2. Wang, Frank Zhigang; Helian, Na; Wu, Sining; Lim, Mian Guan; Guo, Yike; Parker, Michael Andrew. (2010). Delayed switching in memristors and memristive systems. IEEE Electron Device Letters, v. 31, (7), p. 755-757, article number 5482202. Source
  3. Huang, Lican; Guo, Yike; Liu, Yuanan; Walker, David W.; Yu, Lean; Li, Maozhen; Cao, Junwei; Lai, Kin Keung; Xiong, Hui. (2010). Message from the general co-chairs and program co-chairs. Proceedings of the 1st International Conference on Networking and Distributed Computing, ICNDC 2010, p. xi-xii, article number 5645508. Source
  4. Curcin, Vasa; Ghanem, Moustafa; Guo, Yike. (2010). Polymorphic type framework for scientific workflows with relational data model. International Journal of Business Process Integration and Management, v. 5, (1), p. 45-62. Source
  5. Ma, Yajie; Guo, Yike; Ghanem, Moustafa. (2010). RECA: Referenced energy-based CDS algorithm in wireless sensor networks. International Journal of Communication Systems, v. 23, (1), p. 125-138. Source
  6. Curcin, Vasa; Ghanem, Moustafa; Guo, Yike. (2010). The design and implementation of a workflow analysis tool. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, v. 368, (1926), p. 4193-4208. Source
  7. Guo, Li; Guo, Yike; Tia, Xiangchuan. (2010). IC cloud: A design space for composable cloud computing. Proceedings - 2010 IEEE 3rd International Conference on Cloud Computing, CLOUD 2010, 2010, p. 394-401article number 5557967. Source
  8. He, Sijin; Guo, Yike; Ghanem, Moustafa. (2010). Incremental learning of relations from the most frequent patterns in conversations on microblogging services. Proc. of the IADIS Int. Conf. Intelligent Systems and Agents 2010, Proc. of the IADIS European Conference on Data Mining 2010, Part of the MCCSIS 2010, 2010, p. 35-42. Source
  9. Li, Qiang; Guo, Yike. (2010). Optimization of resource scheduling in cloud computing. Proceedings - 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2010, IEEE Computer Society, 2010, p. 315-320article number 5715303. Source
  10. Baroukh, Caroline; Rowe, Anthony; Guo, Yike. (2010). Process Calculi for systems biology. 2010 ACM International Conference on Bioinformatics and Computational Biology, ACM-BCB 2010, 2010, p. 496-497. Source
  11. Baroukh, Caroline; Rowe, Anthony; Guo, Yike. (2010). Process calculi for systems biology and applications in severe asthma. 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010, 2010, p. 217-222article number 5703802. Source

2009

  1. Curcin, Vasa; Ghanem, Moustafa M.; Guo, Yike. (2009). Analysing scientific workflows with computational tree logic. Cluster Computing, v. 12, (4), p. 399-419. Source
  2. Cohen, Jeremy; North, Robin; Wilkins, Steven; Darlington, John; Guo, Yike; Hoose, Neil; Ma, Yajie; Polak, John; Suresh, Visalakshmi; Watson, Paul; Bell, Margaret; Blythe, Phil; Neasham, Jeff; Calleja, Mark; Hayes, Mark; Beresford, Alastair; Jones, Rod; Mead, Iq. (2009). Creating the message infrastructure. Traffic Engineering and Control, v. 50, (11), p. 480-483. Source
  3. Wang, Frank Z.; Helian, Na; Wu, Sining; Guo, Yike; Deng, Derek Yuhui; Meng, Lingkui; Zhang, Wen; Crowncroft, Jon; Bacon, Jean; Parker, Michael Andrew. (2009). Eight times acceleration of geospatial data archiving and distribution on the grids. IEEE Transactions on Geoscience and Remote Sensing, v. 47, (5), p. 1444-1453, article number 4806054. Source
  4. Wang, Frank Z.; Helian, Na; Wu, Sining; Guo, Yike; Deng, Derek Yuhui; Meng, Lingkui; Zhang, Wen; Crowcroft, Jon; Bacon, Jean; Parker, Michael Andrew. (2009). Erratum: Eight times acceleration of geospatial data archiving and distribution on the grids (IEEE Transactions on Geoscience and Remote Sensing (2009) 47:5 (1444-1453)). IEEE Transactions on Geoscience and Remote Sensing, v. 47, (8), p. 2988, article number 5165151. Source
  5. Munro, Robin E.J.; Guo, Yike. (2009). Solutions for complex, multi data type and multi tool analysis: principles and applications of using workflow and pipelining methods.. Methods in molecular biology (Clifton, N.J.), v. 563, p. 259-271. Source
  6. Ghanem, Moustafa; Curcin, Vasa; Wendel, Patrick; Guo, Yike. (2009). Building and Using Analytical Workflows in Discovery Net. Data Mining Techniques in Grid Computing Environments / John Wiley & Sons, Ltd, 2009, p. 119-139. Source
  7. Correll, Mick; Beaulah, Simon; Munro, Robin; Sheldon, Jonathan; Guo, Yike. (2009). Data mining tools and techniques for identification of biomarkers for cancer. Biological Data Mining / CRC Press, 2009, p. 589-614. Source
  8. Ma, Yajie; Guo, Yike; Ghanem, Moustafa. (2009). An experimental study of the distributed clustering for air pollution pattern recognition in sensor networks. Proceedings of the IADIS European Conference on Data Mining 2009, ECDM'09 Part of the IADIS Multi Conference on Computer Science and Information Systems, MCCSIS 2009, 2009, p. 3-10. Source
  9. Deng, Xiong; Ghanem, Moustafa; Guo, Yike. (2009). Real-time data mining methodology and a supporting framework. NSS 2009 - Network and System Security, 2009, p. 522-527article number 5319312. Source

2008

  1. Wang, Frank; Helian, Na; Wu, Sining; Guo, Yike; Deng, Derek; Khare, Vineet; Liao, C.; Rashidi, M.; Parker, Andy. (2008). A case for Redundant Arrays of Hybrid Disks (RAHD). IEEE Transactions on Magnetics, v. 44, (11 PART 2), November 2008, article number 4717409, p. 3738-3741. Source
  2. Ma, Yajie; Richards, Mark; Ghanem, Moustafa; Guo, Yike; Hassard, John. (2008). Air pollution monitoring and mining based on sensor Grid in London. Sensors (Switzerland), v. 8, (6), p. 3601-3623. Source
  3. Wang, Frank; Helian, Na; Meng, Lingkui; Wu, Sining; Zhang, Wen; Guo, Yike; Parker, Michael Andrew. (2008). Grid-optimized Web 3D applications on wide area network. Satellite Data Compression, Communication, and Processing IV, 2008, article number 70840H. Source
  4. Curcin, V.; Ghanem, M.; Molokhia, M.; Guo, Y.; Darlington, J.. (2008). Mining Adverse Drug Reactions with e-Science workflows. 2008 Cairo International Biomedical Engineering Conference, CIBEC 2008, 2008, article number 4786100. Source

2007

  1. Wang, Frank Zhigang; Wu, Sining; Helian, Na; Parker, Michael Andrew; Guo, Yike; Deng, Yuhui; Khare, Vineet R.. (2007). Grid-Oriented Storage: A single-image, cross-domain, high-bandwidth architecture. IEEE Transactions on Computers, v. 56, (4), p. 474-487. Source
  2. Syed, Jameel; Ghanem, Moustafa; Guo, Yike. (2007). Supporting scientific discovery processes in Discovery Net. Concurrency and Computation: Practice and Experience, v. 19, (2), p. 167-179. Source
  3. Curcin, Vasa; Ghanem, Moustafa; Wendel, Patrick; Guo, Yike. (2007). Heterogeneous workflows in scientific workflow systems. Computational Science - ICCS 2007 - 7th International Conference, Proceedings, Springer Verlag, 2007, p. 204-211. Source

2006

  1. Richards, M.; Ghanem, M.; Osmond, M.; Guo, Y.; Hassard, J.. (2006). Grid-based analysis of air pollution data. Ecological Modelling, v. 194, (1-3 SPEC. ISS.), p. 274-286. Source
  2. Lu, Qiang; Hao, Pei; Curcin, Vasa; He, Weizhong; Li, Yuan Yuan; Luo, Qing Ming; Guo, Yi Ke; Li, Yi Xue. (2006). KDE Bioscience: Platform for bioinformatics analysis workflows. Journal of Biomedical Informatics, v. 39, (4), p. 440-450. Source
  3. Liu, Jian Guo; Ghanem, Moustafa; Curcin, Vasa; Haselwimmer, Christian; Guo, Yike; Morgan, Gareth; Mish, Kyran. (2006). Achievements and experiences from a Grid-based earthquake analysis and modelling study. e-Science 2006 - Second IEEE International Conference on e-Science and Grid Computing, 2006, article number 4031008. Source
  4. Curcin, Vasa; Ghanem, Moustafa; Guo, Yike; Stathis, Kostas; Toni, Francesca. (2006). Building next generation service-oriented architectures using argumentation agents. GSEM 2006 - 3rd International Conference on Grid Service Engineering and Management, Co-located with the 7th International Conference on Net.ObjectDays 2006, NODe 2006, 2006, p. 249-264. Source
  5. Wang, F. Z.; Wu, S.; Deng, Y.; Helian, N.; Thompson, S.; Johnson, I.; Milward, D.; Maddock, R.; Guo, Y.; Bacon, J.; Xiong, J.; Sun, N.. (2006). Connecting disk arrays directly to the grid. INTERMAG 2006 - IEEE International Magnetics Conference, 2006, p. 612article number 4262045. Source

2005

  1. Wang, Frank; Helian, Na; Wu, Sining; Deng, Yuhui; Zhou, Ke; Guo, Yike; Thompson, Steve; Johnson, Ian; Milward, Dave; Maddock, Robert; Khoo, Benjamin; Bharadwaj, Veeravalli. (2005). Cluster Computing and Grid 2005 works in progress. IEEE Distributed Systems Online, v. 6, (9). Source
  2. Gilardoni, François; Curcin, Vasa; Karunanayake, Kanishka; Norgaard, Jonas; Guo, Yike. (2005). Integrated informatics in life and materials sciences: An oxymoron?. QSAR and Combinatorial Science, v. 24, (1), p. 120-130. Source
  3. Curcin, Vasa; Ghanem, Moustafa; Guo, Yike. (2005). Web services in the life sciences. Drug Discovery Today, v. 10, (12), p. 865-871. Source
  4. Watson, Christopher; Guo, Yike; Sheldon, Jonathan. (2005). Yike Guo and Jonathan Sheldon of InforSense discuss the impact of workflow technology on drug discovery. Drug Discovery Today, v. 10, (18), p. 1211-1212. Source
  5. Ghanem, Moustafa; Chortaras, Alexandros; Guo, Yike; Rowe, Anthony; Ratcliffe, Jon. (2005). A grid infrastructure for mixed bioinformatics data and text mining. 3rd ACS/IEEE International Conference on Computer Systems and Applications, 2005, 2005, p. 185-188article number 1387038. Source
  6. Tan, Songbo; Cheng, Xueqi; Wang, Bin; Xu, Hongbo; Ghanem, Moustafa M.; Guo, Yike. (2005). Using DragPushing to refine centroid text classifiers. SIGIR 2005 - Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005, p. 653-654. Source

2004

  1. Ye, Z.; Song, H.; Guo, Y.. (2004). Glutathione S-transferase M1, T1 status and the risk of head and neck cancer: A meta-analysis. Journal of Medical Genetics, v. 41, (5), p. 360-365. Source
  2. Giannadakis, Nikolaos; Ghanem, Mustafa; Guo, Y.. (2004). InfoGrid: Information resource integration. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) / edited by Bouzeghoub Mokrane; Goble Carole; Kashyap Vipul; Spaccapietra Stefano. Springer Verlag, 2004, p. 311-312. Source
  3. Wang, Frank; Helian, Na; Guo, Yike; Thompson, Steve; Gordon, John. (2004). Prototype a knowledge discovery infrastructure by implementing relational grid monitoring architecture (R-GMA) on European Data Grid (EDG). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) / edited by Li Minglu; Deng Qianni; Sun Xian-He; Ni Jun. Springer Verlag, 2004, p. 811-814. Source
  4. Curcin, Vasa; Ghanem, Moustafa; Guo, Yike; Rowe, Anthony; He, Wayne; Pei, Hao; Qiang, Lu; Li, Yuanyuan. (2004). IT service infrastructure for integrative systems biology. Proceedings - 2004 IEEE International Conference on Services Computing, SCC 2004 / edited by Zhang L.J.; Li M.; Sheth A.P.; Jeffery K.G.. 2004, p. 123-131. Source

2003

  1. Giannadakis, Nikolaos; Rowe, Anthony; Ghanem, Moustafa; Guo, Yi ke. (2003). InfoGrid: Providing information integration for knowledge discovery. Information Sciences, v. 155, (3-4), p. 199-226. Source
  2. AlSairafi, Salman; Emmanouil, Filippia Sofia; Ghanem, Moustafa; Giannadakis, Nikolaos; Guo, Yike; Kalaitzopoulos, Dimitrios; Osmond, Michelle; Rowe, Anthony; Syed, Jameel; Wendel, Patrick. (2003). The design of discovery net: Towards open grid services for knowledge discovery. International Journal of High Performance Computing Applications, v. 17, (3), p. 297-315. Source
  3. Wang, Frank; Helian, Na; Guo, Yike; Jin, Hai. (2003). A Distributed and Mobile Data Mining System. Paper presented at Parallel and Distributed Computing, Applications and Technologies, PDCAT 2003 Proceedings, Chengdu, China, p. 916-918. Source

2002

  1. Bunnin, F. O.; Guo, Y.; Ren, Y.. (2002). Option pricing under model and parameter uncertainty using predictive densities. Statistics and Computing, v. 12, (1), p. 37-44. Source
  2. Ćurčn, V.; Ghanem, M.; Guo, Y.; Köhler, M.; Rowe, A.; Syed, J.; Wendel, P.. (2002). Discovery net: Towards a grid of knowledge discovery. Paper presented at KDD - 2002 Proceedings of the Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, Alta, Canada, p. 658-663. Source
  3. Ghanem, M.; Guo, Y.; Rowe, A.; Wendel, P.. (2002). Grid-based knowledge discovery services for high throughput informatics. Proceedings - 11th IEEE International Symposium on High Performance Distributed Computing, HPDC 2002, Institute of Electrical and Electronics Engineers Inc., 2002, p. 416article number 1029946. Source

2001

  1. Guo, Yike; Wendel, Patrick. (2001). Developing a distributed scalable Java component server. Future Generation Computer Systems, v. 17, (8), p. 1051-1057. Source
  2. Guo, Yike. (2001). Engineering BioInformatics. Wuhan University Journal of Natural Sciences, v. 6, (1-2), p. 611. Source
  3. Finol, J. J.; Guo, Y. K.; Jing, X. D.. (2001). Fuzzy partitioning systems for electrofacies classification: A case study from the Maracaibo Basin. Journal of Petroleum Geology, v. 24, (4), p. 441-458. Source
  4. Li, Qiang; Guo, Yike; Darlington, John; Ida, Tetsuo. (2001). Minimised Geometric Buchberger Algorithm for Integer Programming. Annals of Operations Research, v. 108, (1-4), November 2001, p. 87-109. Source
  5. Oliver Bunnin, F.; Guo, Yike; Darlington, John. (2001). Design of problem-solving environment for contingent claim valuation. Euro-Par 2001 Parallel Processing - 7th International Euro-Par Conference, Proceedings / edited by Sakellariou Rizos; Gurd John; Freeman Len; Keane John. Springer Verlag, 2001, p. 935-938. Source
  6. Zhang, Jingqing; Bolanos, Luis; Li, Tong; Tanwar, Ashwani; Freire, Guilherme; Yang, Xian; Ive, Julia; Gupta, Vibhor; Guo, Yike. (2001). Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. Paper presented at 2001 Conference on Empirical Methods in Natural Language Processing, EMNLP 2001, Pittsburgh, United States, p. 8754-8769. Source

2000

  1. Bunnin, F. O.; Guo, Y.; Ren, Y.; Darlington, J.. (2000). Design of high performance financial modelling environment. Parallel Computing, v. 26, (5), p. 601-622. Source
  2. Li, Qiang; Guo, Yike; Ida, Tetsuo. (2000). Modelling integer programming with logic: language and implementation. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, v. E82-A, (8), p. 1673-1679. Source
  3. Grasso, Alfred; Sleeper, Harry; Thuraisingham, Bhavani; Guo, Yike. (2000). Data mining for the e-business: Developments and directions. Proceedings of SPIE - The International Society for Optical Engineering, v. 4057, p. 388-392. Source
  4. Guo, Yike; Wendel, Patrick. (2000). Developing a distributed scalable enterprise javabean server. High Performance Computing and Networking - 8th International Conference, HPCN Europe 2000, Proceedings / edited by Bubak Marian; Afsarmanesh Hamideh; Hertzberger Bob; Williams Roy. Springer Verlag, 2000, p. 207-216. Source
  5. Au, Peter; Carey, Matthew; Sewraz, Shalini; Guo, Yike; Ruger, Stefan M.. (2000). New paradigms in information visualization. SIGIR Forum (ACM Special Interest Group on Information Retrieval), p. 307-309. Source

1999

  1. Chattratichat, J.; Darlington, J.; Guo, Y.; Hedvall, S.; Köhler, M.; Syed, J.. (1999). An architecture for distributed enterprise data mining. High-Performance Computing and Networking - 7th International Conference, HPCN Europe 1999, Proceedings / edited by Sloot Peter; Hoekstra Alfons; Hertzberger Bob; Bubak Marian. Springer Verlag, 1999, p. 573-582. Source
  2. Guo, Yike; Sutiwaraphun, Janjao. (1999). Probing knowledge in distributed data mining. Methodologies for Knowledge Discovery and Data Mining - 3rd Pacific-Asia Conference, PAKDD 1999, Proceedings / edited by Zhong Ning; Zhou Lizhu. Springer Verlag, 1999, p. 443-452. Source
  3. Chattratichat, Jaturon; Guo, Yike; Syed, Jameel. (1999). Visual language for Internet-based data mining and data visualization. IEEE Symposium on Visual Languages, Proceedings, p. 64-71. Source

1998

  1. Chakravarty, Manuel M.T.; Guo, Yike; Köhler, Martin; Lock, Hendrik C.R.. (1998). GOFFIN: Higher-order functions meet concurrent constraints. Science of Computer Programming, v. 30, (1-2), p. 157-199. Source
  2. Chattratichat, J.; Darlington, J.; Guo, Y.; Hedvall, S.; Köhler, M.; Saleem, A.; Sutiwaraphun, J.; Yang, D.. (1998). A software architecture for deploying high performance solution on the internet. High-Performance Computing and Networking - International Conference and Exhibition, 1998, Proceedings / edited by Sloot Peter; Hertzberger Bob; Bubak Marian. Springer Verlag, 1998, p. 545-555. Source

1997

  1. Au, K. T.P.; Chakravarty, M. M.T.; Darlington, J.; Guo, Y.; Jahnichen, S.; Kohler, M.; Keller, G.; Pfannenstiel, W.; Simons, M.. (1997). Enlarging the scope of vector-based computations: extending Fortran 90 by nested data parallelism. Paper presented at Proceedings of the 1997 Conference on Advances in Parallel and Distributed Computing, Shanghai, China, p. 66-73. Source
  2. Chattratichat, Jaturon; Darlington, John; Ghanem, Moustafa; Guo, Yike; Hüning, Harald; Köhler, Martin; Sutiwaraphun, Janjao; To, Hing Wing; Yang, Dan. (1997). Large Scale Data Mining: Challenges and Responses. Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997 / edited by Heckerman David; Mannila Heikki; Pregibon Daryl; Uthurusamy Ramasamy. AAAI Press, 1997, p. 143-146. Source
  3. Li, Qiang; Guo, Yi ke; Ida, Tetsuo; Darlington, John. (1997). Minimized geometric Buchberger algorithm: An optimal algebraic algorithm for integer programming. Paper presented at Proceedings of the 1997 22nd International Symposium on Symbolic and Algebraic Computation, ISSAC, Maui, HI, USA, p. 331-338. Source
  4. Darlington, John; Guo, Yi Ke; Sutiwaraphun, Janjao; To, Hing Wing. (1997). Parallel induction algorithms for data mining. Advances in Intelligent Data Analysis / edited by Liu Xiaohui; Cohen Paul; Berthold Michael. Springer Verlag, 1997, p. 437-445. Source

1996

  1. Au, Peter; Darlington, John; Ghanem, Moustafa; Guo, Yi Ke; To, Hing Wing; Yang, Jin. (1996). Co-ordinating heterogeneous parallel computation. Euro-Par 1996 Parallel Processing - 2nd International Euro-Par Conference, Proceedings / edited by Bouge Luc; Fraigniaud Pierre; Mignotte Anne; Robert Yves; Bouge Luc; Fraigniaud Pierre; Mignotte Anne; Robert Yves. Springer Verlag, 1996, p. 601-614. Source
  2. Chin, W. N.; Darlington, J.; Guo, Y.. (1996). Parallelizing conditional recurrences. Euro-Par 1996 Parallel Processing - 2nd International Euro-Par Conference, Proceedings / edited by Bouge Luc; Fraigniaud Pierre; Mignotte Anne; Robert Yves; Bouge Luc; Fraigniaud Pierre; Mignotte Anne; Robert Yves. Springer Verlag, 1996, p. 579-586. Source

1995

  1. Darlington, John; Guo, Yi Ke; To, Hing Wing; Yang, Jin. (1995). Parallel Skeletons for Structured Composition. ACM SIGPLAN Notices, v. 30, (8), p. 19-28. Source
  2. Darlington, John; Guo, Yi Ke; To, Hing Wing; Yang, Jin. (1995). Functional skeletons for parallel coordination. EURO-PAR 1995 Parallel Processing - 1st International EURO-PAR Conference, Proceedings / edited by Haridi Seif; Ali Khayri; Magnusson Peter. Springer Verlag, 1995, p. 55-66. Source
  3. Darlington, John; Guo, Yi ke; Yang, Jin. (1995). Parallel Fortran family and a new perspective. Paper presented at Proceedings of the 1995 2nd International Conference on Programming Models for Massively Parallel Computers, Berlin, Ger, p. 126-133. Source

1994

  1. Darlington, John; Guo, Yike. (1994). Constraint logic programming in the sequent calculus. Logic Programming and Automated Reasoning - 5th International Conference, LPAR 1994, Proceedings / edited by Pfenning Frank. Springer Verlag, 1994, p. 200-214. Source

1993

  1. Darlington, John; Guo, Yi Ke; Köhler, Martin. (1993). Functional programming languages with logical variables: A linear logic view. Programming Language Implementation and Logic Programming - 5th International Symposium, PLILP 1993, Proceedings / edited by Bruynooghe Maurice; Penjam Jaan. Springer Verlag, 1993, p. 201-219. Source

1991

  1. Darlington, John; Guo, Yike. (1991). Constrained equational deduction. Conditional and Typed Rewriting Systems - 2nd International CTRS Workshop, Proceedings / edited by Kaplan Stephane; Okada Mitsuhiro. Springer Verlag, 1991, p. 424-435. Source

1990

  1. Wang, Dingxing; Zheng, Weimin; Du, Xiaoli; Guo, Yike. (1990). On the execution mechanisms of parallel graph reduction. Journal of Computer Science and Technology, v. 5, (4), p. 333-346. Source

1989

  1. Darlington, John; Guo, Yi ke. (1989). Narrowing and unification in functional programming —An evaluation mechanism for absolute set abstraction. Rewriting Techniques and Applications - 3rd International Conference, RTA 1989 / edited by Dershowitz Nachum. Springer Verlag, 1989, p. 92-108. Source
  2. Darlington, John; Guo, Yi ke. (1989). The unification of functional and logic languages--Towards constraint functional programming. Paper presented at 4th IEEE Region 10th International Conference - TENCON '89, Bombay, India, p. 162-168. Source

1987

  1. Guo, Yi Ke; Du, Xiao Li; Fang, Jia Guo; Wang, Ding Xing; Zheng, Wei Min. (1987). DESIGN CONSIDERATIONS OF A DISTRIBUTED PARALLEL REDUCTION ARCHITECTURE.. Unknown Host Publication Title, IEEE, 1987, p. 809-816. Source