Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution. - Taolin Zhang 001; Pukun Zhao; Qizhou Chen; Jiuheng Wan; Chen Chen; Xiaofeng He; Chengyu Wang 001; Richang Hong (CoRR, 2026)

AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering. - Taolin Zhang 001; Dongyang Li; Chen Chen; Qizhou Chen; Jiuheng Wan; Xiaofeng He; Chengyu Wang 001; Richang Hong (CoRR, 2026)

Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains. - Taolin Zhang 001; Zijie Zhou 001; Jiuheng Wan; Tingyuan Hu; Chengyu Wang 001; Xiaofeng He; Richang Hong (CoRR, 2026)