Lianxin Li

Weaving in the Clouds: Achieving Synergistic Collaboration among LLM Agents via Federated Learning

Multi-Agent Systems (MAS) powered by Large Language Models (LLMs) have recently become a strong paradigm for solving complex workflow-structured tasks through expert collaboration. However, the data that make such collaboration effective are typically distributed across organizations and cannot be c…