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News

  • 10/2018: Tor, Csaba and I have a new paper on Online Learning to Rank with Features, which extends the existing setting for general click models to deal with a large number of items and the expected reward is a linear function on item feature vectors. We bring up a general click model with only a few assumptions and design a simple but efficient algorithm.
  • 2017.6.5 - 2017.11.10: I am a research intern at Adobe Research working together with Branislav Kveton on the problem of offline evaluation. The work is accepted at KDD 2018.

Publications

  • TopRank: A Practical Algorithm for Online Stochastic Ranking [arXiv]
    Tor Lattimore, Branislav Kveton, Shuai Li, Csaba Szepesvari.
    Accepted in NIPS 2018.

  • Offline Evaluations of Ranking Policies with Click Models [pdf][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.

  • Exploration in Web Page Recommendation: A Contextual DCM Bandit Approach [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 [pdf][arXiv][slides][poster]
    Shuai Li, Shengyu Zhang.
    The 32nd AAAI Conference on Artificial Intelligence (AAAI). 2018.

  • Contextual Combinatorial Cascading Bandits [pdf][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).