conftrace_

machine unlearning

290 papers

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MU

Co-occurring keywords

large language model (13587) privacy preservation (380) knowledge editing (295) data privacy (108) knowledge distillation (3725) selective forgetting (30) model utility (36) model editing (159) right to be forgotten (24) knowledge removal (20)

Papers

R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025
SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025
Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025
Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025
FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025
ESC: Erasing Space Concept for Knowledge Deletion CVPR 2025
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025
Towards Source-Free Machine Unlearning CVPR 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty CVPR 2025
Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage AAAI 2025
On Effects of Steering Latent Representation for Large Language Model Unlearning AAAI 2025
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts ICCV 2025
Erase Then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning AAAI 2025
ReLearn: Unlearning via Learning for Large Language Models ACL 2025
Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning ACL 2025
Decoupling Memories, Muting Neurons: Towards Practical Machine Unlearning for Large Language Models ACL 2025
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning ACL 2025
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space ACL 2025
A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation ACL 2025
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis ACL 2025
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models EMNLP 2025
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025