SDV: Simple Double Validation Model-Based Offline Reinforcement Learning. - Xun Wang 013; Haonan Chen; Junming Yang 001; Zhuzhong Qian; Bolei Zhang (ECAI, 2023)

Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration. - Hai Zhong; Xun Wang 013; Zhuoran Li; Longbo Huang (AAMAS, 2025)

Mixed Sparsity Training: Achieving 4× FLOP Reduction for Transformer Pretraining. - Pihe Hu; Shaolong Li; Xun Wang 013; Longbo Huang (Trans. Mach. Learn. Res., 2025)

Few is More: Task-Efficient Skill-Discovery for Multi-Task Offline Multi-Agent Reinforcement Learning. - Xun Wang 013; Zhuoran Li; Hai Zhong; Longbo Huang (CoRR, 2025)

Proxy-Free GFlowNet. - Ruishuo Chen; Xun Wang 013; Rui Hu; Zhuoran Li; Longbo Huang (CoRR, 2025)