Jiawen Xian

Evolution AI Lab, The Chinese University of Hong Kong

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Publication activitypapers/week, last 8 weeks

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Natural Language Processing (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

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Daren Wang (1)Hong Xu (1)

Papers (1)

May 25, 2026

Evolution AI LabMay 25, 2026·also CUHK

PolyGnosis 2.0: Enhancing LLM Reasoning via Agentic Harness Engineering for Polymarket and OSINT Insight Extraction

Unconstrained reflection loops in multi-agent systems actively induce logical drift, challenging the assumption that more reflection always leads to better reasoning.

Daren Wang, Hong Xu, Jiawen Xian

Natural Language Processing Reasoning & Chain-of-Thought Tool Use & Agents

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Jiawen Xian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)