Ziheng Zhou
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2NLP×2Software Eng.×1ML×1Crypto×1
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2026
CREBench: Evaluating Large Language Models in Cryptographic Binary Reverse Engineering
The paper introduces CREBench, a comprehensive benchmark for evaluating Large Language Models (LLMs) on cryptographic binary reverse engineering, finding that while LLMs show promise, human experts still maintain a significant advantage.
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
BenchEvolver introduces a solution-centric evolutionary framework to automatically transform saturated coding benchmarks into significantly harder, high-quality, and diverse evaluation suites.
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cs.SEcs.AIcs.CLRecentMay 31, 2026
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
Yangzhen Wu, Aaron J. Li, Wenjie Ma, Li Cao +9 more
BenchEvolver introduces a solution-centric evolutionary framework to automatically transform saturated coding benchmarks into significantly harder, high-quality, and diverse evaluation suites.
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cs.CRcs.AIcs.CLRecentApr 4, 2026