Mengzhuo Chen

Chinese Academy of Sciences, University of Chinese Academy of Sciences

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Scalable Oversight & Alignment Theory (1)Tool Use & Agents (1)

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Junjie Wang (1)Zhe Liu (1)Yawen Wang (1)Qing Wang (1)

Papers (1)

Jun 4, 2026

6d ago·also HKU, University of London, ZJU

From Failed Trajectories to Reliable LLM Agents: Diagnosing and Repairing Harness Flaws

HarnessFix reveals that targeted, trace-guided repairs can significantly enhance LLM agent performance by addressing specific harness flaws rather than relying on broad modifications.

Mengzhuo Chen, Junjie Wang, Zhe Liu +2

Constitutional AI & AI Ethics Scalable Oversight & Alignment Theory Tool Use & Agents

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Mengzhuo Chen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)