Jinghan Jia
- Papers
- 12
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Authored papers
12Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
arXiv 2025
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
arXiv 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
arXiv 2024
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
arXiv 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
arXiv 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
arXiv 2024
Robust Multi-bit Text Watermark with LLM-based Paraphrasers
arXiv 2024
DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
arXiv 2023
To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now
arXiv 2023
Model Sparsity Can Simplify Machine Unlearning
model-sparsity-can-simplify-machine
Text-Visual Prompting for Efficient 2D Temporal Video Grounding
CVPR 2023 1
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
how-to-robustify-black-box-ml-models-a-zeroth
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