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

iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss ACL 2025
Adversarial Machine Unlearning ICLR 2025
AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking ACL 2025
Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning ACL 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs ACL 2025
Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter CVPR 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU ACL 2025
Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models EMNLP 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
Learning to Rewind via Iterative Prediction of Past Weights for Practical Unlearning AAAI 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
Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels ICCV 2025
NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025
DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention ACL 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models ACL 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs SEMEVAL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints SEMEVAL 2025
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU SEMEVAL 2025
MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs SEMEVAL 2025
Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal SEMEVAL 2025
JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs SEMEVAL 2025
Revisiting Machine Unlearning with Dimensional Alignment WACV 2025
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025