Shuai Li


I am currently a tenure-track assistant professor in John Hopcroft Center for Computer Science at Shanghai Jiao Tong University.

I received my Ph.D. degree from the Chinese University of Hong Kong under the supervision of Prof. Kwong-Sak Leung. I obtained my bachelor degree in Mathematics from Zhejiang University and my master degree in Mathematics from University of the Chinese Academy of Sciences. 

I am looking forward to research collaborations with industry and academia. Please contact me if you are interested.



Research Interests

My research interest lies on online learning, multi-armed bandits, statistical learning and online learning to rank.

Selected Publications
  • Improving Prediction of Phenotypic Drug Response on Cancer Cell Lines Using Deep Convolutional Network 
    Pengfei Liu, Hongjian Li, Shuai Li, Kwong-Sak Leung.
    Accepted in BMC Bioinformatics 2019. 

  • Improved Algorithm on Online Clustering of Bandits [arXiv]
    Shuai Li, Wei Chen, S Li, Kwong-Sak Leung.
    Accepted in IJCAI 2019. 

  • Online Learning to Rank with Features [arXiv][code]
    Shuai Li, Tor Lattimore, Csaba Szepesvari.
    Accepted in ICML 2019. 

  • TopRank: A Practical Algorithm for Online Stochastic Ranking [arXiv][poster]
    Tor Lattimore, Branislav Kveton, Shuai Li, Csaba Szepesvari.
    The 32nd Conference on Neural Information Processing Systems (NeurIPS). 2018. 

  • Drug-Protein-Disease Association Prediction and Drug Repositioning Based on Tensor Decomposition [link]
    Ran Wang, Shuai Li, Man-Hon Wong, Kwong-Sak Leung.
    IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2018. 

  • Offline Evaluations of Ranking Policies with Click Models [arXiv][slides][poster]
    Shuai Li, Yasin Abbasi-Yadkori, Branislav Kveton, S. Muthukrishnan, Vishwa Vinay, Zheng Wen.
    The 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD Research Track). 2018. 
    Also presented in the CausalML Workshop of ICML 2018.

  • Contextual Dependent Click Bandit Algorithm for Web Recommendation [pdf]
    Weiwen Liu, Shuai Li, Shengyu Zhang.
    International Computing and Combinatorics Conference (COCOON), pp. 39-50. Springer, Cham, 2018. 

  • Online Clustering of Contextual Cascading Bandits [arXiv][slides][poster]
    Shuai Li, Shengyu Zhang.
    The 32nd AAAI Conference on Artificial Intelligence (AAAI). 2018. 

  • Contextual Combinatorial Cascading Bandits [full][slides][poster
    Shuai Li, Baoxiang Wang, Shengyu Zhang, Wei Chen.
    The 33rd International Conference on Machine Learning (ICML), pp. 1245-1253. 2016. 
    Also presented in the International Doctoral Forum (oral), Hong Kong, 2016.

  • A Hybrid Distributed Framework for SNP Selections [pdf
    Pengfei Liu, Shuai Li, Weiying Yi, Kwong-Sak Leung. 
    Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), p. 192. 
    The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp), 2016. 

  • Design for Triangular Rational Bezier Harmonic and Biharmonic Surfaces [pdf
    Shuai Li, Xiaoqian Xu, Guojin Wang
    Journal of Zhejiang University (Science Edition) 2012 39 (2). 

© John Hopcroft Center for Computer Science, Shanghai Jiao Tong University

邮箱:jhc@sjtu.edu.cn 电话:021-54740299