Understanding human gaze communication by spatio-temporal graph reasoning L Fan, W Wang, S Huang, X Tang, SC Zhu Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 134 | 2019 |
Mitigating membership inference attacks by {Self-Distillation} through a novel ensemble architecture X Tang, S Mahloujifar, L Song, V Shejwalkar, M Nasr, A Houmansadr, ... 31st USENIX Security Symposium (USENIX Security 22), 1433-1450, 2022 | 87 | 2022 |
Privacy-preserving in-context learning with differentially private few-shot generation X Tang, R Shin, HA Inan, A Manoel, F Mireshghallah, Z Lin, S Gopi, ... ICLR 2024, 2024 | 36 | 2024 |
Machine learning with differentially private labels: Mechanisms and frameworks X Tang, M Nasr, S Mahloujifar, V Shejwalkar, L Song, A Houmansadr, ... Proceedings on Privacy Enhancing Technologies, 2022 | 16 | 2022 |
A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization A Panda, X Tang, S Mahloujifar, V Sehwag, P Mittal Forty-first International Conference on Machine Learning, 2024 | 14* | 2024 |
Effectively using public data in privacy preserving machine learning M Nasr, S Mahloujifar, X Tang, P Mittal, A Houmansadr International Conference on Machine Learning, 25718-25732, 2023 | 13 | 2023 |
Differentially private image classification by learning priors from random processes X Tang, A Panda, V Sehwag, P Mittal Advances in Neural Information Processing Systems 36, 2023 | 11 | 2023 |
Private fine-tuning of large language models with zeroth-order optimization X Tang, A Panda, M Nasr, S Mahloujifar, P Mittal arXiv preprint arXiv:2401.04343, 2024 | 9 | 2024 |
Privacy Auditing of Large Language Models A Panda, X Tang, M Nasr, CA Choquette-Choo, P Mittal ICML 2024 Next Generation of AI Safety Workshop, 2024 | 3 | 2024 |
Effectively learning from data and generating data in differentially private machine learning X Tang Princeton University, 2024 | | 2024 |
Differentially Private Generation of High Fidelity Samples From Diffusion Models V Sehwag, A Panda, A Pokle, X Tang, S Mahloujifar, M Chiang, JZ Kolter, ... ICML 2023 DeployableGenerativeAI Workshop, 2023 | | 2023 |