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cs.AI2026
FuzzingBrain-Bench V1: Evaluating Open-Ended Bug Discovery by LLMs
Ze Sheng, Aleksandar Kezic, Zhicheng Chen +1
Evaluating the ability of large language models (LLMs) to discover software bugs is increasingly important. Existing benchmarks typically evaluate this capability by asking the mod…
cs.AI2026
Entropy-based Code Adversarial Translation for Real-world Repository Migration
Yushun Tang, Yisen Cao, Zhicheng Chen +4
LLMs have demonstrated strong capabilities in code generation and automated program repair, but migrating an entire repository rarely produces a runnable application because long-h…