Deep Learning Based Prediction Towards Designing A Smart Building Assistant System. - Ankur Sarker; Fan Yao 002; Haiying Shen; Huiying Zhao; Haoran Zhu; Haroon R. Lone; Laura Barnes; Brad Campbell; Mitchel Rosen (MASS, 2020)

PAC-Learning for Strategic Classification. - Ravi Sundaram; Anil Vullikanti; Haifeng Xu; Fan Yao 002 (ICML, 2021)

Reversible Action Design for Combinatorial Optimization with Reinforcement Learning. - Fan Yao 002; Renqin Cai; Hongning Wang (CoRR, 2021)

Learning the Optimal Recommendation from Explorative Users. - Fan Yao 002; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (AAAI, 2022)

Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms. - Jibang Wu; Haifeng Xu; Fan Yao 002 (COLT, 2022)

Learning from a Learning User for Optimal Recommendations. - Fan Yao 002; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (ICML, 2022)

Query-Efficient and Imperceptible Attacks on Multivariate Time Series DNN Models. - Haiying Shen; Fan Yao 002; Tanmoy Sen; Gustavo Moreira; Ankur Sarker (IFIP Networking, 2022)

How Bad is Top-K Recommendation under Competing Content Creators? - Fan Yao 002; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (ICML, 2023)

Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? - Fan Yao 002; Chuanhao Li; Karthik Abinav Sankararaman; Yiming Liao; Yan Zhu; Qifan Wang 001; Hongning Wang; Haifeng Xu (NeurIPS, 2023)

An End-to-End Solution for Spatial Inference in Smart Buildings. - Mingzhe Wu; Fan Yao 002; Hongning Wang (BuildSys, 2023)

Preference Elicitation with Soft Attributes in Interactive Recommendation. - Erdem Biyik; Fan Yao 002; Yinlam Chow; Alex Haig; Chih-Wei Hsu; Mohammad Ghavamzadeh; Craig Boutilier (CoRR, 2023)

Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict? - Fan Yao 002; Chuanhao Li; Denis Nekipelov; Hongning Wang; Haifeng Xu (ICML, 2024)

User Welfare Optimization in Recommender Systems with Competing Content Creators. - Fan Yao 002; Yiming Liao; Mingzhe Wu; Chuanhao Li; Yan Zhu; James Yang; Jingzhou Liu; Qifan Wang 001; Haifeng Xu; Hongning Wang (KDD, 2024)

Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms. - Fan Yao 002; Yiming Liao; Jingzhou Liu; Shaoliang Nie; Qifan Wang 001; Haifeng Xu; Hongning Wang (NeurIPS, 2024)

User Welfare Optimization in Recommender Systems with Competing Content Creators. - Fan Yao 002; Yiming Liao; Mingzhe Wu; Chuanhao Li; Yan Zhu; James Yang; Qifan Wang 001; Haifeng Xu; Hongning Wang (CoRR, 2024)

The Complexity of Tullock Contests. - Yu He; Fan Yao 002; Yang Yu; Xiaoyun Qiu; Minming Li; Haifeng Xu (CoRR, 2024)

Learning from Imperfect Human Feedback: A Tale from Corruption-Robust Dueling. - Yuwei Cheng; Fan Yao 002; Xuefeng Liu; Haifeng Xu (ICLR, 2025)

Single-agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning. - Fan Yao 002; Yuwei Cheng; Ermin Wei; Haifeng Xu (ICLR, 2025)

CEFSW'25: The 2nd Collaboration and Evolution of Foundation and Specialized Models Workshop. - Shengyu Zhang 001; Fan Yao 002; Yujie Lu; Chaoyue Niu; Hongxia Yang; Fan Wu 006; Fei Wu 001 (ICMR, 2025)

Policy Design for Two-sided Platforms with Participation Dynamics. - Haruka Kiyohara; Fan Yao 002; Sarah Dean (CoRR, 2025)

Strategic Filtering for Content Moderation: Free Speech or Free of Distortion? - Saba Ahmadi; Avrim Blum; Haifeng Xu; Fan Yao 002 (CoRR, 2025)