Catching Escapers: A Detection Method for Advanced Persistent Escapers in Industry Internet of Things Based on Identity-based Broadcast Encryption (IBBE). - Letian Sha; Fu Xiao 001; Haiping Huang; Yu Chen 074; Ruchuan Wang 001 (ACM Trans. Embed. Comput. Syst., 2019)

Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation. - Pihe Hu; Yu Chen 074; Longbo Huang (ICML, 2022)

Effective multi-user delay-constrained scheduling with deep recurrent reinforcement learning. - Pihe Hu; Ling Pan; Yu Chen 074; Zhixuan Fang; Longbo Huang (MobiHoc, 2022)

Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs. - Pihe Hu; Yu Chen 074; Longbo Huang (ICLR, 2023)

Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback. - Yu Chen 074; Yihan Du; Pihe Hu; Siwei Wang 002; Desheng Wu; Longbo Huang (ICLR, 2024)

Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation. - Yu Chen 074; Xiangcheng Zhang; Siwei Wang 002; Longbo Huang (ICML, 2024)

Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation. - Tonghe Zhang; Yu Chen 074; Longbo Huang (ICML, 2024)

Multi-User Delay-Constrained Scheduling With Deep Recurrent Reinforcement Learning. - Pihe Hu; Yu Chen 074; Ling Pan; Zhixuan Fang; Fu Xiao 001; Longbo Huang (IEEE/ACM Trans. Netw., 2024)

uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs. - Yu Chen 074; Jiatai Huang; Yan Dai 002; Longbo Huang (ICLR, 2025)

Finite-Time Analysis of Discrete-Time Stochastic Interpolants. - Yuhao Liu; Yu Chen 074; Rui Hu; Longbo Huang (CoRR, 2025)

Continuous K-Max Bandits. - Yu Chen 074; Siwei Wang 002; Longbo Huang; Wei Chen 034 (CoRR, 2025)