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Xinyu Tang
Xinyu Tang
在 princeton.edu 的电子邮件经过验证 - 首页
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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
1342019
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
872022
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
362024
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
162022
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
132023
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
112023
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
92024
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
32024
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
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