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Jiancheng Liu

Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification

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Dec 21, 2024
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WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models

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Oct 23, 2024
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Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning

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Oct 09, 2024
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Towards Universal Mesh Movement Networks

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Jul 02, 2024
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Label Smoothing Improves Machine Unlearning

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Jun 11, 2024
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Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

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May 24, 2024
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SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning

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Apr 28, 2024
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Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning

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Mar 12, 2024
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UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models

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Feb 26, 2024
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SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

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Oct 19, 2023
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