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Wenhua Nie
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Wenhua Nie20 visible / 20 total nodes / 80 links

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Wenhua Nie

Researcher

PaperEquilibrium Residuals Expose Three Regimes of Matrix-Game Strategic Reasoning in Language ModelsAuthorship / preprint / 2026PaperFuture Validity is the Missing Statistic: From Impossibility to ΦΦ-Estimation for Grammar-Faithful Speculative DecodingAuthorship / preprint / 2026PaperGradient Starvation in Binary-Reward GRPO: Why Group-Mean Centering Fails and Why the Simplest Fix WorksAuthorship / preprint / 2026PaperIdentified-Set Geometry of Distributional Model Extraction under Top-KK Censored API AccessAuthorship / preprint / 2026PersonJyh-Shing Roger JangCo-authorship / ResearcherPersonHaoran ZhengCo-authorship / ResearcherPersonJianan WuCo-authorship / ResearcherPersonZijie MengCo-authorship / Researcher

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