Adelaide Danilov
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126
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ML×1NLP×1
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2026
CSULoRA: Closest Safe Update Low-Rank Adaptation
CSULoRA is a post-hoc method that corrects trained LoRA adapters by estimating a safety-aligned subspace and solving a penalized minimum-change problem to attenuate unsafe update directions while preserving utility.
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