Hsu, Chia-Yi

5 publications

ICLR 2024 Ring-a-Bell! How Reliable Are Concept Removal Methods for Diffusion Models? Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang

NeurIPS 2024 Safe LoRA: The Silver Lining of Reducing Safety Risks When Finetuning Large Language Models Chia-Yi Hsu, Yu-Lin Tsai, Chih-Hsun Lin, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang

AAAI 2022 Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Chia-Mu Yu

NeurIPS 2021 CAFE: Catastrophic Data Leakage in Vertical Federated Learning Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen

NeurIPS 2021 Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen