Zikang Zhang
1 indexed paper
Recent (6 mo)
1With code
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126
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Crypto×1
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2026
Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models
The paper proposes the Expected Safety Impact (ESI) framework to identify safety-critical parameters in LLMs, introducing targeted tuning methods (SET and SPA) to enhance safety and preserve alignment during model adaptation.
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Papers
cs.CRRecentApr 9, 2026
Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models
Weiwei Qi, Zefeng Wu, Tianhang Zheng, Zikang Zhang +3 more
The paper proposes the Expected Safety Impact (ESI) framework to identify safety-critical parameters in LLMs, introducing targeted tuning methods (SET and SPA) to enhance safety and preserve alignment…
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