Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration. - Xinyuan Song; Zeyu Wang; Siyi Wu; Tianyu Shi; Lynn Ai (CoRR, 2025)

Hide-and-Shill: A Reinforcement Learning Framework for Market Manipulation Detection in Symphony-a Decentralized Multi-Agent System. - Ronghua Shi; Yiou Liu; Xinyu Ying; Yang Tan; Yuchun Feng; Lynn Ai; Bill Shi; Xuhui Wang; Zhuang Liu (CoRR, 2025)