一作ACL 2026Poster· Natural Language Processing
A gent S limming: Towards Efficient and Cost-Aware Multi-Agent Systems
Yulang Chen · Haoxuan Peng · Jinyan Liu · Zichen Wen · Dongrui Liu · Linfeng Zhang
摘要
Large Language Model-based Multi-Agent Systems (MAS) have demonstrated remarkable capabilities in complex tasks. However, manually designing optimal communication topologies is labor-intensive, while automated expansion methods often result in bloated structures with redundant agents, leading to...