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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yi-Fan Zhang

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Review Jul 2026

Understanding and Detecting GitHub Impersonation through Automated Authorship Attribution

GitHub is one of the largest open-source software (OSS) communities for development and collaboration. Impersonation maliciously assuming another user's identity to access code, sway projects, or spread misinformation—has driven recent real-world attacks and is an escalating concern. We present the first exploration of...

Yueke Zhang, Yifan Zhang, Pamela J. Wisniewski et al. · 0 citations
Preprint Jul 2026

SCOPE: Leveraging Subgoal Critiques for Code Generation

SCOPE is presented, a prover-initialized subgoal critic for code generation that adapts a Lean-oriented prover model to produce three parseable feedback fields for downstream code generation: subgoals, gap analysis, and a robustness checklist.

Yueke Zhang, Yifan Zhang, Zihan Fang et al. · 0 citations

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