Huang, Jiayi

5 publications

CVPR 2025 MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond Shenghao Ren, Yi Lu, Jiayi Huang, Jiayi Zhao, He Zhang, Tao Yu, Qiu Shen, Xun Cao

ICML 2025 Shortcut-Connected Expert Parallelism for Accelerating Mixture of Experts Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang

AISTATS 2024 Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation Jiayi Huang, Han Zhong, Liwei Wang, Lin Yang

NeurIPS 2023 Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds Jiayi Huang, Han Zhong, Liwei Wang, Lin Yang

NeurIPS 2021 Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs Han Zhong, Jiayi Huang, Lin Yang, Liwei Wang