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Zhicheng Chen

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Preprint Aug 2026

FuzzingBrain-Bench V1: Evaluating Open-Ended Bug Discovery by LLMs

Evaluating the ability of large language models (LLMs) to discover software bugs is increasingly important. Existing benchmarks typically evaluate this capability by asking the model to generate a proof-of-concept input that triggers a predefined target vulnerability. However, this setup may overlook valid crashes disc...

Ze Sheng, Aleksandar Kezic, Zhicheng Chen et al. · 0 citations
Preprint Aug 2026

Entropy-based Code Adversarial Translation for Real-world Repository Migration

This work proposes Entropy-based Code Adversarial Translation (ECAT), a multi-agent framework for automated Android-to-HarmonyOS repository migration and introduces A2H-RepoBench, the first real-world benchmark for Android-to-HarmonyOS repository migration.

Yushun Tang, Yi-Fan Cao, Zhicheng Chen et al. · 0 citations

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