الباحثون

Jinqi Luo

المنشورات 2

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RASteer: Retain-Aware Activation Steering for Concept Erasure in Diffusion Models

Yongliang Wu, Haori Lu, Yulun Wu وآخرون · 2026

Concept erasure aims to remove a target concept, such as a copyrighted style, a recognizable character, or unsafe content, from a pretrained text-to-image diffusion model while preserving its ability to generate other content. Existing activation steering methods build an erasure direction mainly from the target concep …

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Continual Concept Erasure in Diffusion Models by Suppressing Cross-Edit Interference

Yongliang Wu, Haori Lu, Jinqi Luo وآخرون · 2026

Concept erasure removes copyright-protected, privacy-sensitive, or otherwise undesirable concepts from pretrained text-to-image diffusion models to support content governance and compliance. As erasure requests arrive over time, models must remove new targets without undoing prior erasures. Existing methods do not cons …

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