Xinge Liu

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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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Terry Jingchen Zhang (1)Bernhard Scholkopf (1)Zhijing Jin (1)Kristen Menou (1)

Papers (1)

Apr 17, 2026

Apr 17, 2026·also Max Planck, Vector

Stargazer: A Scalable Model-Fitting Benchmark Environment for AI Agents under Astrophysical Constraints

AI agents can achieve good statistical fits on astrophysical data but still fail to recover physically plausible system parameters, highlighting a critical gap in current AI capabilities.

Xinge Liu, Terry Jingchen Zhang, Bernhard Scholkopf +2

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

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Xinge Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)