Haofeng Li
2 indexed papers
Recent (6 mo)
2With code
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226
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Prog. Lang.×1AI×1ML×1Crypto×1
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2026
Hunting Vulnerability Variants in AI Infra: Measurement and Reference-Driven Detection
This paper measures the prevalence of recurring vulnerability patterns (variants) across multiple AI infrastructure repositories and proposes INFRASCOPE, a framework to automatically detect these variants.
Decode-Time Grammars: Constrained LLM Generation over a Refinement Order of Grammar Fragments
This paper introduces decode-time grammars to ensure grammatical and semantic correctness of code generated by large language models, particularly for low-resource programming surfaces.
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cs.PLcs.AIcs.LGTheoreticalRecentJul 20, 2026
Decode-Time Grammars: Constrained LLM Generation over a Refinement Order of Grammar Fragments
Shuoming Zhang, Ruiyuan Xu, Haofeng Li, Qiuchu Yu +6 more
This paper introduces decode-time grammars to ensure grammatical and semantic correctness of code generated by large language models, particularly for low-resource programming surfaces.
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cs.CRRecent