Fan Yao

33 papers A* 13B 3Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Beyond Self-Interest: How Group Strategies Reshape Content Creation in Recommendation Platforms?
ICML
Yaolong Yu, Fan Yao, Sinno Jialin Pan
2025 B conf
CEFSW'25: The 2nd Collaboration and Evolution of Foundation and Specialized Models Workshop.
ICMR
Shengyu Zhang, Fan Yao, Yujie Lu, Chaoyue Niu, Hongxia Yang, Fan Wu, Fei Wu
2025 A* conf
Learning from Imperfect Human Feedback: A Tale from Corruption-Robust Dueling.
ICLR
Yuwei Cheng, Fan Yao, Xuefeng Liu, Haifeng Xu
2025 A* conf
Policy Design for Two-sided Platforms with Participation Dynamics.
ICML
Haruka Kiyohara, Fan Yao, Sarah Dean
2025 J jnl
Policy Design for Two-sided Platforms with Participation Dynamics.
CoRR
Haruka Kiyohara, Fan Yao, Sarah Dean
2025 A* conf
Single-agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning.
ICLR
Fan Yao, Yuwei Cheng, Ermin Wei, Haifeng Xu
2025 J jnl
Strategic Filtering for Content Moderation: Free Speech or Free of Distortion?
CoRR
Saba Ahmadi, Avrim Blum, Haifeng Xu, Fan Yao
2024 A* conf
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict?
ICML
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2024 J jnl
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict?
CoRR
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2024 J jnl
Learning from Imperfect Human Feedback: a Tale from Corruption-Robust Dueling.
CoRR
Yuwei Cheng, Fan Yao, Xuefeng Liu, Haifeng Xu
2024 J jnl
The Complexity of Tullock Contests.
CoRR
Yu He, Fan Yao, Yang Yu, Xiaoyun Qiu, Minming Li, Haifeng Xu
2024 A* conf
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms.
NeurIPS
Fan Yao, Yiming Liao, Jingzhou Liu, Shaoliang Nie, Qifan Wang, Haifeng Xu, Hongning Wang
2024 J jnl
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms.
CoRR
Fan Yao, Yiming Liao, Jingzhou Liu, Shaoliang Nie, Qifan Wang, Haifeng Xu, Hongning Wang
2024 A* conf
User Welfare Optimization in Recommender Systems with Competing Content Creators.
KDD
Fan Yao, Yiming Liao, Mingzhe Wu, Chuanhao Li, Yan Zhu, James Yang, Jingzhou Liu, Qifan Wang, Haifeng Xu, Hongning Wang
2024 J jnl
User Welfare Optimization in Recommender Systems with Competing Content Creators.
CoRR
Fan Yao, Yiming Liao, Mingzhe Wu, Chuanhao Li, Yan Zhu, James Yang, Qifan Wang, Haifeng Xu, Hongning Wang
2023 — conf
An End-to-End Solution for Spatial Inference in Smart Buildings.
BuildSys
Mingzhe Wu, Fan Yao, Hongning Wang
2023 A* conf
How Bad is Top-K Recommendation under Competing Content Creators?
ICML
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2023 J jnl
How Bad is Top-K Recommendation under Competing Content Creators?
CoRR
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2023 J jnl
PAC-learning for Strategic Classification.
J. Mach. Learn. Res.
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao
2023 J jnl
Preference Elicitation with Soft Attributes in Interactive Recommendation.
CoRR
Erdem Biyik, Fan Yao, Yinlam Chow, Alex Haig, Chih-Wei Hsu, Mohammad Ghavamzadeh, Craig Boutilier
2023 A* conf
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
NeurIPS
Fan Yao, Chuanhao Li, Karthik Abinav Sankararaman, Yiming Liao, Yan Zhu, Qifan Wang, Hongning Wang, Haifeng Xu
2023 J jnl
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
CoRR
Fan Yao, Chuanhao Li, Karthik Abinav Sankararaman, Yiming Liao, Yan Zhu, Qifan Wang, Hongning Wang, Haifeng Xu
2022 A* conf
Learning from a Learning User for Optimal Recommendations.
ICML
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2022 J jnl
Learning from a Learning User for Optimal Recommendations.
CoRR
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2022 A* conf
Learning the Optimal Recommendation from Explorative Users.
AAAI
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2022 A* conf
Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms.
COLT
Jibang Wu, Haifeng Xu, Fan Yao
2022 B conf
Query-Efficient and Imperceptible Attacks on Multivariate Time Series DNN Models.
IFIP Networking
Haiying Shen, Fan Yao, Tanmoy Sen, Gustavo Moreira, Ankur Sarker
2021 J jnl
Learning the Optimal Recommendation from Explorative Users.
CoRR
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
2021 J jnl
Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms.
CoRR
Jibang Wu, Haifeng Xu, Fan Yao
2021 A* conf
PAC-Learning for Strategic Classification.
ICML
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao
2021 J jnl
Reversible Action Design for Combinatorial Optimization with Reinforcement Learning.
CoRR
Fan Yao, Renqin Cai, Hongning Wang
2020 B conf
Deep Learning Based Prediction Towards Designing A Smart Building Assistant System.
MASS
Ankur Sarker, Fan Yao, Haiying Shen, Huiying Zhao, Haoran Zhu, Haroon R. Lone, Laura Barnes, Brad Campbell, Mitchel Rosen
2020 J jnl
PAC-Learning for Strategic Classification.
CoRR
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao