Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents - Shao, Shuai; Ren, Qihan; Liu, Dongrui; Qian, Chen; Wei, Boyi; Guo, Dadi; Yang, Jingyi; Song, Xinhao; Zhang, Linfeng; Zhang, Weinan; Shao, Jing (International Conference on Learning Representations, 2026)