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27 Results
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Workshop
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Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage Rafi Rashid · Jing Liu · Toshiaki Koike-Akino · Shagufta Mehnaz · Ye Wang |
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Workshop
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NegMerge: Consensual Weight Negation for Strong Machine Unlearning Hyoseo Kim · Dongyoon Han · Junsuk Choe |
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Affinity Event
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Position Paper: The Urgent Need for Advancements in Machine Unlearning Algorithms to Ensure AI Safety Yashaswini Viswanath · Vishwanath Hulipalled · Kaustubha Vecham · |
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Workshop
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Scalability of memorization-based machine unlearning KAIRAN ZHAO · Peter Triantafillou |
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Poster
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Thu 11:00 |
Large Language Model Unlearning Yuanshun Yao · Xiaojun Xu · Yang Liu |
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Workshop
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MU-Bench: A Multitask Multimodal Benchmark for Machine Unlearning Jiali Cheng · Hadi Amiri |
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Poster
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Thu 16:30 |
Certified Machine Unlearning via Noisy Stochastic Gradient Descent Eli Chien · Haoyu Wang · Ziang Chen · Pan Li |
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Poster
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Fri 16:30 |
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence Chaochao Chen · Jiaming Zhang · Yizhao Zhang · Li Zhang · Lingjuan Lyu · Yuyuan Li · Biao Gong · Chenggang Yan |
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Poster
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Thu 11:00 |
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning Eli Chien · Haoyu Wang · Ziang Chen · Pan Li |
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Poster
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Wed 11:00 |
Large Language Model Unlearning via Embedding-Corrupted Prompts Chris Liu · Yaxuan Wang · Jeffrey Flanigan · Yang Liu |
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Poster
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Thu 16:30 |
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation Ye Sun · Hao Zhang · Tiehua Zhang · Xingjun Ma · Yu-Gang Jiang |
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Workshop
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An Adversarial Perspective on Machine Unlearning for AI Safety Jakub Łucki · Boyi Wei · Yangsibo Huang · Peter Henderson · Florian Tramer · Javier Rando |