AFlow: Automating Agentic Workflow Generation. - Jiayi Zhang; Jinyu Xiang; Zhaoyang Yu; Fengwei Teng; Xionghui Chen; Jiaqi Chen; Mingchen Zhuge; Xin Cheng; Sirui Hong; Jinlin Wang; Bingnan Zheng; Bang Liu; et al. (ICLR, 2025)

Offline model-based reinforcement learning with causal structured world models. - Zhengmao Zhu; Hong-Long Tian; Xionghui Chen; Kun Zhang 001; Yang Yu 001 (Frontiers Comput. Sci., 2025)

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning. - Shenzhi Wang; Le Yu; Chang Gao; Chujie Zheng; Shixuan Liu; Rui Lu; Kai Dang; Xionghui Chen; Jianxin Yang; Zhenru Zhang; Yuqiong Liu; An Yang; et al. (CoRR, 2025)