machine unlearning

How Far Are We from True Unlearnability? ICLR 2025 How to Make Reproducible Research in Machine Unlearning with ERASURE IJCAI 2025 Identify Backdoored Model in Federated Learning via Individual Unlearning WACV 2025 Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025 Intrinsic Test of Unlearning Using Parametric Knowledge Traces EMNLP 2025 Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design ICCV 2025 iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss SemEval 2025 JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs SemEval 2025 Knowledge Graph Unlearning with Schema COLING 2025 Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs SemEval 2025 Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025 Learning to Refuse: Towards Mitigating Privacy Risks in LLMs COLING 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 LLMs and Copyright Risks: Benchmarks and Mitigation Approaches NAACL 2025 LLM Unlearning via Loss Adjustment with Only Forget Data ICLR 2025 LMEraser: Large Model Unlearning via Adaptive Prompt Tuning AISTATS 2025 Lock on Target! Precision Unlearning via Directional Control EMNLP 2025 LoRA Unlearns More and Retains More (Student Abstract) AAAI 2025 LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty CVPR 2025 LUME: LLM Unlearning with Multitask Evaluations EMNLP 2025 Machine Unlearning Fails to Remove Data Poisoning Attacks ICLR 2025 Machine Unlearning of Personally Identifiable Information in Large Language Models EMNLP 2025 Machine Unlearning via Simulated Oracle Matching ICLR 2025 MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs SemEval 2025