Rennai Qiu — accepted AI-conference papers

2025

Multi-Agent Collaboration via Cross-Team Orchestration

Zhuoyun Du, Chen Qian, Wei Liu, Zihao Xie, YiFei Wang, Rennai Qiu +6

ACL 2025finding

Large Language Models (LLMs) have significantly impacted various domains, especially through organized LLM-driven autonomous agents. A representative scenario is in software development, where agents can collaborate in a team like humans, following predefined phases to complete sub-tasks sequentiall…

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2024

Autonomous Agents for Collaborative Task under Information Asymmetry

Wei Liu, Chenxi Wang, YiFei Wang, Zihao Xie, Rennai Qiu, Yufan Dang +4

NeurIPS 2024poster

Large Language Model Multi-Agent Systems (LLM-MAS) have greatly progressed in solving complex tasks. It communicates among agents within the system to collaboratively solve tasks, under the premise of shared information. However, when agents' collaborations are leveraged to perform multi-person task…

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