Huan Xing
2 indexed papers
Recent (6 mo)
2With code
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2026
Do Skill Descriptions Tell the Truth? Detecting Undisclosed Security Behaviors in Code-Backed LLM Skills
The paper introduces SKILLSCOPE, a system that detects security-relevant behaviors in code-backed LLM skills that are not disclosed in the natural language description, finding that 9.4% of skills exhibit such inconsistencies.
Estimation of the sub-Gaussian parameter
This paper introduces and analyzes a consistent estimator for the sub-Gaussian parameter ($\xi_*^2$), providing convergence rates and demonstrating its applicability in large-scale biological enrichment studies.
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Papers
math.STstat.MEstat.MLRecentJun 4, 2026
Estimation of the sub-Gaussian parameter
This paper introduces and analyzes a consistent estimator for the sub-Gaussian parameter ($\xi_*^2$), providing convergence rates and demonstrating its applicability in large-scale biological enrichme…
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cs.CRRecentMay 13, 2026