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Yan Zhong

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#artificial intelligence Preprint Aug 2026

NxN E-valuation: Hypothesis Certification via a Conformal CRT Null

We propose NxN E-valuation, a handy, e-value-based hypothesis-certification algorithm that lets a hypothesis be verified without building any case-specific certification procedure---such as constructing a dedicated null hypothesis---as long as a large enough dataset is available. The method is especially suited to LLM-...

Bin Wang, Yan Zhong, Liang Luo et al. · 0 citations
Preprint Aug 2026

VICBench: A Multi-Language Benchmark for Code Vulnerability Detection

VICBench enables robust evaluation of vulnerability detection approaches and shows that state-of-the-art algorithms V-SZZ and LLM4SZZ achieve only 33.3%-40.1% F1, confirming that using existing approaches still entails significant manual effort.

Jin Lu, Xuening Han, Yan Zhong et al. · 0 citations

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