Xing-Yu Ren

The Chinese University of Hong Kong

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Scientific Discovery & Drug Design (1)Tool Use & Agents (1)

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You-Ran Sun (1)Chu-Gang Yi (1)Ke-Jia Zhang (1)Di-Fei Wu (1)Ying-Kang Cao (1)Allen Zhou (1)Jian-Ping Ye (1)Su-Yi Liu (1)

Papers (1)

Oct 15, 2026

4d ago·also Stanford HAI, Affiliation:, Caltech, CUHK +3

Sci$\Pi$vot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agents

Frontier LLM agents fail to recognize superior human-corrected scientific research plans, performing worse than chance even with full project context.

You-Ran Sun, Xing-Yu Ren, Chu-Gang Yi +15

Eval Frameworks & Benchmarks Scientific Discovery & Drug Design Tool Use & Agents

Xing-Yu Ren

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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Xing-Yu Ren

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)