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Author

Yipeng Zhao

2 papers indexed here

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Aug 2026

Mitigating Reasoning-Induced Misalignment via Safety-Direction Penalty

A representation-space analysis of RIM and the Safety-Direction Penalty (SDP), which penalizes movement along a learned safety direction during reasoning fine-tuning, is provided, which restores safety while preserving benchmark reasoning performance.

Yipeng Zhao, Qi-Shun Yang, Shenzhe Zhu et al. · 0 citations
Review Jul 2026

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications

A user-centric framework for systematically auditing system prompts in AI systems, AISPA is introduced, a user-centric framework for systematically auditing system prompts in AI systems that examines specific parts of a system prompt and evaluates them along eight dimensions that matter to users.

Xiangning Lin, Shenzhe Zhu, Shu Yang et al. · 0 citations

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