Faculty
Conference on Neural Information Processing Systems (NeurIPS)
BitMark: Watermarking Bitwise Autoregressive Image Generative Models
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
CDI: Copyrighted Data Identification in Diffusion Models
International Conference on Machine Learning (ICML)
Unlocking Post-hoc Dataset Inference with Synthetic Data
International Conference on Machine Learning (ICML)
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs
ACM Conference on Computer and Communications Security (CCS)
Secure Noise Sampling for Differentially Private Collaborative Learning
International Conference on Machine Learning (ICML)
Privacy Attacks on Image AutoRegressive Models
International Conference on Learning Representations (ICLR)
Precise Parameter Localization for Textual Generation in Diffusion Models
National Conference of the American Association for Artificial Intelligence (AAAI)
Differentially Private Prototypes for Imbalanced Transfer Learning
International Conference on Learning Representations (ICLR)
Captured by Captions: On Memorization and its Mitigation in CLIP Models
International Conference on Learning Representations (ICLR)
Differentially Private Federated Learning with Time-Adaptive Privacy Spending