Siwei Liu

1. A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
   2025/08/10 by Jinyuan Fang, Yanwen Peng, Fang, Jinyuan +29 · 8 voices · 42 citations
   Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Language and cultural evolution #Reinforcement Learning in Robotics
2. On the Structural Memory of LLM Agents
   2024/12/17 by Ruihong Zeng, Jinyuan Fang, Zeng, Ruihong +5 · 6 citations
   Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
3. EvoAgentX: An Automated Framework for Evolving Agentic Workflows
   2025/07/04 by Yingxu Wang, Siwei Liu, Wang, Yingxu +5 · 2 citations
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Scientific Computing and Data Management #Simulation Techniques and Applications