conftrace_

selective forgetting

30 papers

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Co-occurring keywords

machine unlearning (290) large language model (13587) model editing (159) data privacy (108) privacy preservation (380) knowledge editing (295) knowledge erasure (15) diffusion model (3751) knowledge unlearning (20) model unlearning (29)

Papers

Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models AAAI 2026
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization ICCV 2025
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025
Learning to Rewind via Iterative Prediction of Past Weights for Practical Unlearning AAAI 2025
Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning ICCV 2025
ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. ACL 2025
Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations EMNLP 2025
SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SEMEVAL 2025
AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking ACL 2025
Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal ACL 2025
YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning ACL 2025
JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs ACL 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025
Mitigating Forgetting in Continual Learning with Selective Gradient Projection AACL 2025
iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss ACL 2025
SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation ACL 2025
iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss SEMEVAL 2025
NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning SEMEVAL 2025
Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ACL 2025
ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024
Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers AAAI 2024
DisCEdit: Model Editing by Identifying Discriminative Components NIPS 2024
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement NIPS 2024
Black-Box Forgetting NIPS 2024