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Agoritsa Polyzou

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#artificial intelligence Preprint Sep 2026

Forgetting Only What Matters: Layer-Selective Unlearning toward Robust LLMs

This work proposes Forgetting Only What Matters via Unlearning Layers (FOM-UL), a layer-level unlearning framework that selects transformer layers using a forget-to-retain significance score and provides an empirical path toward quantization-resilient unlearning.

Ravi Ranjan, O. Kotevska, Agoritsa Polyzou · 3 citations

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