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55 Results
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Poster
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Wed 11:00 |
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models Myeongseob Ko · Henry Li · Zhun Wang · Jonathan Patsenker · Jiachen (Tianhao) Wang · Qinbin Li · Ming Jin · Dawn Song · Ruoxi Jia |
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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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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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Poster
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Fri 11:00 |
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity Hanlin Gu · WinKent Ong · Chee Seng Chan · Lixin Fan |
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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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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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RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models Zhuoran Jin · Pengfei Cao · Chenhao Wang · Zhitao He · Hongbang Yuan · Jiachun Li · Yubo Chen · Kang Liu · Jun Zhao |
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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 11:00 |
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable Martin Bertran · Shuai Tang · Michael Kearns · Jamie Morgenstern · Aaron Roth · Steven Wu |
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Poster
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Wed 16:30 |
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images Sheng-Yu Wang · Aaron Hertzmann · Alexei Efros · Jun-Yan Zhu · Richard Zhang |
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Poster
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Wed 16:30 |
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models Yihua Zhang · Chongyu Fan · Yimeng Zhang · Yuguang Yao · Jinghan Jia · Jiancheng Liu · Gaoyuan Zhang · Gaowen Liu · Ramana Kompella · Xiaoming Liu · Sijia Liu |