Xinyu Tang

According to our database, Xinyu Tang authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Private Fine-tuning of Large Language Models with Zeroth-order Optimization.

Xinyu Tang, Ashwinee Panda, Milad Nasr, Saeed Mahloujifar, Prateek Mittal

Trans. Mach. Learn. Res., 2025

Differentially Private Image Classification by Learning Priors from Random Processes.

Xinyu Tang, Ashwinee Panda, Vikash Sehwag, Prateek Mittal

J. Priv. Confidentiality, 2025

Privacy Auditing of Large Language Models.

Ashwinee Panda, Xinyu Tang, Christopher A. Choquette-Choo, Milad Nasr, Prateek Mittal

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization.

Ashwinee Panda, Xinyu Tang, Saeed Mahloujifar, Vikash Sehwag, Prateek Mittal

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation.

Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Effectively Using Public Data in Privacy Preserving Machine Learning.

Milad Nasr, Saeed Mahloujifar, Xinyu Tang, Prateek Mittal, Amir Houmansadr

Proceedings of the International Conference on Machine Learning, 2023

2022

Machine Learning with Differentially Private Labels: Mechanisms and Frameworks.

Xinyu Tang, Milad Nasr, Saeed Mahloujifar, Virat Shejwalkar, Liwei Song, Amir Houmansadr, Prateek Mittal

Proc. Priv. Enhancing Technol., 2022

DP-RAFT: A Differentially Private Recipe for Accelerated Fine-Tuning.

Ashwinee Panda, Xinyu Tang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal

CoRR, 2022

Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture.

Xinyu Tang, Saeed Mahloujifar, Liwei Song, Virat Shejwalkar, Milad Nasr, Amir Houmansadr, Prateek Mittal

Proceedings of the 31st USENIX Security Symposium, 2022

2019

Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning.

Lifeng Fan, Wenguan Wang, Song-Chun Zhu, Xinyu Tang, Siyuan Huang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019