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Xin-Long Huang

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Preprint Oct 2026

Beyond Binary Labels: Diagnostic Evaluation of LLM Safety with Prompt-Level Rubrics

Current LLM safety benchmarks predominantly rely on binary safe or unsafe labels, lacking explanatory depth and suffering from low consistency across automated judges. To address this, we introduce DiagSafe, a diagnostic evaluation framework that moves beyond binary classification by employing prompt-level rubrics. Gro...

Hong-Yu Li, Xin-Long Huang, Zhan Yu et al. · 0 citations
#edge computing Jan 2027

HCC-YOLO: A Lightweight Multilevel Feature Fusion Algorithm for Road Damage Detection

In order to overcome the limitation of traditional road damage detection algorithms such as single detection type, real-time, and lightweight scenarios, a lightweight multilevel feature fusion algorithm HCC-You Only Look Once (HCC-YOLO) is proposed in this paper. First, improved HGNetv2 is adopted as a backbone netwo...

Xin-Long Huang, L. Zhao, H.-T. Zhu · 0 citations

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