Publications

Marginal-Certainty-aware Fair Ranking Algorithm

Published in WSDM 2023, 2022

by Tao Yang, Zhichao Xu, Zhenduo Wang, Anh Tran, Qingyao Ai Paper and Code (to appear)

Effective Exposure Amortizing for Fair Top-k Recommendation

Published in arxiv, 2022

by Tao Yang, Zhichao Xu, Qingyao Ai Paper

Learning to Rank Rationales for Explainable Recommendation

Published in arxiv, 2022

by Zhichao Xu, Yi Han, Tao Yang, Anh Tran, Qingyao Ai Paper

Reinforcement Learning to Rank with Coarse-grained Labels

Published in arxiv, 2022

by Zhichao Xu, Anh Tran, Tao Yang, Qingyao Ai Paper

Can clicks be both labels and features? Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank

Published in SIGIR-2022, 2022

by Tao Yang, Chen Luo, Hanqing Lu, Parth Gupta, Bing Yin, Qingyao Ai Paper Code

ULTRA: An Unbiased Learning To Rank Algorithm Toolbox

Published in CIKM-2021, 2021

by Anh Tran, Tao Yang, Qingyao Ai Paper Code

Global vision-based formation control of soft robotic fish swarm

Published in Soft Robotics, 2021

by Zhen Zhang, Tao Yang, Tianhao Zhang, Fanghao Zhou, Nuo Cen, Tiefeng Li, Guangming Xie Paper

Maximizing marginal fairness for dynamic learning to rank

Published in The Web Conference 2021, 2021

by Tao Yang, Zhichao Xu, Qingyao Ai Paper, Code

Unbiased learning to rank: Online or offline?

Published in TOIS, 2021

by Qingyao Ai, Tao Yang, Huazheng Wang, Jiaxin Mao Paper Code

Analysis of multivariate scoring functions for automatic unbiased learning to rank

Published in CIKM 2020, 2020

by Tao Yang, Shikai Fang, Shibo Li, Yulan Wang, Qingyao Ai Paper Code

A soft artificial muscle driven robot with reinforcement learning

Published in Scientific reports, 2018

by Tao Yang, Youhua Xiao, Zhen Zhang, Yiming Liang, Guorui Li, Mingqi Zhang, Shijian Li, Tuck-Whye Wong, Yong Wang, Tiefeng Li, Zhilong Huang Paper