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I am a fifth-year Ph.D. student at Princeton University advsided by Prof. Prateek Mittal. My current research interests focus on privacy in machine learning. I obtained a Bachelor's degree from University of Science and Technology of China in 2019. |
xinyut [at] princeton [dot] edu |
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(* indicates equal contribution.) Private Fine-tuning of Large Language Models with Zeroth-order Optimization, Arxiv 2024 Xinyu Tang*, Ashwinee Panda*, Milad Nasr, Saeed Mahloujifar, Prateek Mittal Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation, ICLR 2024 Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim Differentially Private Image Classification by Learning Priors from Random Processes, NeurIPS 2023 (Spotlight) Xinyu Tang*, Ashwinee Panda*, Vikash Sehwag, Prateek Mittal Effectively Using Public Data in Privacy Preserving Machine Learning, ICML 2023 Milad Nasr, Saeed Mahloujifar, Xinyu Tang, Prateek Mittal, Amir Houmansadr A New Linear Scaling Rule for Differentially Private Hyperparameter Optimization, Arxiv 2022 Ashwinee Panda*, Xinyu Tang*, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal Machine Learning with Differentially Private Labels: Mechanisms and Frameworks, PETS 2022 Xinyu Tang, Milad Nasr, Saeed Mahloujifar, Virat Shejwalkar, Liwei Song, Amir Houmansadr, Prateek Mittal Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture, USENIX Security 2022 Xinyu Tang, Saeed Mahloujifar, Liwei Song, Virat Shejwalkar, Milad Nasr, Amir Houmansadr, Prateek Mittal |
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Thank Dr. Jon Barron for sharing the source code of his personal page. |