Pure Exploration of Causal Bandits. - Nuoya Xiong; Wei Chen 013 (CoRR, 2022)

Combinatorial Pure Exploration of Causal Bandits. - Nuoya Xiong; Wei Chen 013 (ICLR, 2023)

Provably Safe Reinforcement Learning with Step-wise Violation Constraints. - Nuoya Xiong; Yihan Du; Longbo Huang (NeurIPS, 2023)

Combinatorial Causal Bandits without Graph Skeleton. - Shi Feng; Nuoya Xiong; Wei Chen 013 (CoRR, 2023)

Combinatorial Causal Bandits without Graph Skeleton. - Shi Feng; Nuoya Xiong; Wei Chen (ACML, 2024)

How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization. - Nuoya Xiong; Lijun Ding; Simon Shaolei Du (ICLR, 2024)

Sample-Efficient Multi-Agent RL: An Optimization Perspective. - Nuoya Xiong; Zhihan Liu; Zhaoran Wang 001; Zhuoran Yang (ICLR, 2024)

A General Framework for Sequential Decision-Making under Adaptivity Constraints. - Nuoya Xiong; Zhaoran Wang 001; Zhuoran Yang (ICML, 2024)

A Correction of Pseudo Log-Likelihood Method. - Shi Feng; Nuoya Xiong; Zhijie Zhang; Wei Chen (CoRR, 2024)

Projection Optimization: A General Framework for Multi-Objective and Multi-Group RLHF. - Nuoya Xiong; Aarti Singh (CoRR, 2025)