"model unlearning" Papers

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Concept Bottleneck Large Language Models

Chung-En Sun, Tuomas Oikarinen, Berk Ustun et al.

ICLR 2025arXiv:2412.07992
26
citations

ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning

Ruchika Chavhan, Da Li, Timothy Hospedales

ICLR 2025arXiv:2405.19237
37
citations

Distillation Robustifies Unlearning

Bruce W, Lee, Addie Foote, Alex Infanger et al.

NEURIPS 2025spotlightarXiv:2506.06278
6
citations

Explainable Reinforcement Learning from Human Feedback to Improve Alignment

Shicheng Liu, Siyuan Xu, Wenjie Qiu et al.

NEURIPS 2025arXiv:2512.13837

Exploring and Leveraging Class Vectors for Classifier Editing

Jaeik Kim, Jaeyoung Do

NEURIPS 2025arXiv:2510.11268

On Effects of Steering Latent Representation for Large Language Model Unlearning

Huu-Tien Dang, Tin Pham, Hoang Thanh-Tung et al.

AAAI 2025paperarXiv:2408.06223

AND: Audio Network Dissection for Interpreting Deep Acoustic Models

Tung-Yu Wu, Yu-Xiang Lin, Lily Weng

ICML 2024arXiv:2406.16990
3
citations

Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models

Samuele Poppi, Tobia Poppi, Federico Cocchi et al.

ECCV 2024arXiv:2311.16254
10
citations

The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning

Nathaniel Li, Alexander Pan, Anjali Gopal et al.

ICML 2024arXiv:2403.03218
333
citations