Publications

Human vs Generative AI in Content Creation Competition: Symbiosis or Conflict?
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
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An End-to-End Solution for Spatial Inference in Smart Buildings
Mingzhe Wu, Fan Yao, Hongning Wang
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
Fan Yao, Chuanhao Li, Karthik Abinav Sankararaman, Yiming Liao, Yan Zhu, Qifan Wang, Hongning Wang, Haifeng Xu
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How Bad is Top- Recommendation under Competing Content Creators?
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
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Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms
Jibang Wu, Haifeng Xu, Fan Yao
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Learning the Optimal Recommendation from Explorative Users
Fan Yao, Chuanhao Li, Denis Nekepalov, Hongning Wang, Haifeng Xu
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Reversible Action Design for Combinatorial Optimization with Reinforcement Learning
Fan Yao, Renqin Cai, Hongning Wang
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Learning from a Learning User for Optimal Recommendations
Fan Yao, Chuanhao Li, Denis Nekepalov, Hongning Wang, Haifeng Xu
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PAC-Learning for Strategic Classification
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao
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Deep Learning Based Prediction Towards Designing A Smart Building Assistant System
Ankur Sarker, Fan Yao, Haiying Shen, Huiying Zhao, Haoran Zhu, Haroon Lone, Laura Barnes, Brad Campbell, Mitchel Rosen
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Mean-field Study of a Propagation-turnover Lattice Model for the Dynamics of Histone Marking
Fan Yao, Fangting Li, Tiejun Li
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