Tao Yang

According to our database, Tao Yang authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach.

Tao Yang, Cuize Han, Chen Luo, Parth Gupta, Jeff M. Phillips, Qingyao Ai

Proceedings of the ACM on Web Conference 2024, 2024

2023

Marginal-Certainty-Aware Fair Ranking Algorithm.

Tao Yang, Zhichao Xu, Zhenduo Wang, Anh Tran, Qingyao Ai

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Vertical Allocation-based Fair Exposure Amortizing in Ranking.

Tao Yang, Zhichao Xu, Qingyao Ai

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

FARA: Future-aware Ranking Algorithm for Fairness Optimization.

Tao Yang, Zhichao Xu, Zhenduo Wang, Qingyao Ai

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Reinforcement Learning to Rank with Coarse-grained Labels.

Zhichao Xu, Anh Tran, Tao Yang, Qingyao Ai

CoRR, 2022

Learning to Rank Rationales for Explainable Recommendation.

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

CoRR, 2022

Effective Exposure Amortizing for Fair Top-k Recommendation.

Tao Yang, Zhichao Xu, Qingyao Ai

CoRR, 2022

Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank.

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

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

Unbiased Learning to Rank: Online or Offline?

Qingyao Ai, Tao Yang, Huazheng Wang, Jiaxin Mao

ACM Trans. Inf. Syst., 2021

Maximizing Marginal Fairness for Dynamic Learning to Rank.

Tao Yang, Qingyao Ai

Proceedings of the WWW '21: The Web Conference 2021, 2021

ULTRA: An Unbiased Learning To Rank Algorithm Toolbox.

Anh Tran, Tao Yang, Qingyao Ai

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank.

Tao Yang, Shikai Fang, Shibo Li, Yulan Wang, Qingyao Ai

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020