conftrace_

machine unlearning

290 papers

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Also known as

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

Identify Backdoored Model in Federated Learning via Individual Unlearning WACV 2025
Fine-Grained and Efficient Self-Unlearning with Layered Iteration IJCAI 2025
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis COLING 2025
LLMs and Copyright Risks: Benchmarks and Mitigation Approaches NAACL 2025
Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models ACL 2025
Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization ACL 2025
Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models SEMEVAL 2025
NEKO at SemEval-2025 Task 4: A Gradient Ascent Based Machine Unlearning Strategy SEMEVAL 2025
DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention SEMEVAL 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
SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SEMEVAL 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SEMEVAL 2025
Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization SEMEVAL 2025
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NIPS 2024
Making Harmful Behaviors Unlearnable for Large Language Models ACL 2024
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity NIPS 2024
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images NIPS 2024
Ungeneralizable Examples CVPR 2024
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models EMNLP 2024
Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024
On the Generalization of Training-based ChatGPT Detection Methods EMNLP 2024
Can Textual Unlearning Solve Cross-Modality Safety Alignment? EMNLP 2024