作者位次 #5/11ACL 2026Poster· Natural Language Processing
Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
Eric Hanchen Jiang · Levina Li · Frank Wan · Xiao Liang · Sophia Yin · Yuchen Wu · Xinfeng Li · Yizhou Sun · Wei Wang · Kai-Wei Chang · Ying Nian Wu
摘要
The efficiency of multi-agent systems driven by large language models (LLMs) largely hinges on their communication topology. However, designing an optimal topology is a non-trivial challenge, as it requires balancing competing objectives such as task performance, communication cost, and robustnes...