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cs.MA2026
SC-MAS: Constructing Cost-Efficient Multi-Agent Systems with Edge-Level Heterogeneous Collaboration
Di Zhao, Longhui Ma, Siwei Wang +2
Large Language Model (LLM)-based Multi-Agent Systems (MAS) enhance complex problem solving through multi-agent collaboration, but often incur substantially higher costs than single…
cs.MA2025
COLA: A Scalable Multi-Agent Framework For Windows UI Task Automation
Di Zhao, Longhui Ma, Siwei Wang +2
With the rapid advancements in Large Language Models (LLMs), an increasing number of studies have leveraged LLMs as the cognitive core of agents to address complex task decision-ma…