Xinyu Tang - RankMe

17 papers A* 7Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Differentially Private Image Classification by Learning Priors from Random Processes. J. Priv. Confidentiality Xinyu Tang, Ashwinee Panda, Vikash Sehwag, Prateek Mittal
2025	A*	`conf`	Privacy Auditing of Large Language Models. ICLR Ashwinee Panda, Xinyu Tang, Christopher A. Choquette-Choo, Milad Nasr, Prateek Mittal
2025	J	`jnl`	Privacy Auditing of Large Language Models. CoRR Ashwinee Panda, Xinyu Tang, Milad Nasr, Christopher A. Choquette-Choo, Prateek Mittal
2025	J	`jnl`	Private Fine-tuning of Large Language Models with Zeroth-order Optimization. Trans. Mach. Learn. Res. Xinyu Tang, Ashwinee Panda, Milad Nasr, Saeed Mahloujifar, Prateek Mittal
2024	A*	`conf`	A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization. ICML Ashwinee Panda, Xinyu Tang, Saeed Mahloujifar, Vikash Sehwag, Prateek Mittal
2024	A*	`conf`	Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation. ICLR Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim
2024	J	`jnl`	Private Fine-tuning of Large Language Models with Zeroth-order Optimization. CoRR Xinyu Tang, Ashwinee Panda, Milad Nasr, Saeed Mahloujifar, Prateek Mittal
2023	A*	`conf`	Differentially Private Image Classification by Learning Priors from Random Processes. NeurIPS Xinyu Tang, Ashwinee Panda, Vikash Sehwag, Prateek Mittal
2023	J	`jnl`	Differentially Private Image Classification by Learning Priors from Random Processes. CoRR Xinyu Tang, Ashwinee Panda, Vikash Sehwag, Prateek Mittal
2023	A*	`conf`	Effectively Using Public Data in Privacy Preserving Machine Learning. ICML Milad Nasr, Saeed Mahloujifar, Xinyu Tang, Prateek Mittal, Amir Houmansadr
2023	J	`jnl`	Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation. CoRR Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim
2022	J	`jnl`	DP-RAFT: A Differentially Private Recipe for Accelerated Fine-Tuning. CoRR Ashwinee Panda, Xinyu Tang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal
2022	J	`jnl`	Machine Learning with Differentially Private Labels: Mechanisms and Frameworks. Proc. Priv. Enhancing Technol. Xinyu Tang, Milad Nasr, Saeed Mahloujifar, Virat Shejwalkar, Liwei Song, Amir Houmansadr, Prateek Mittal
2022	A*	`conf`	Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture. USENIX Security Symposium Xinyu Tang, Saeed Mahloujifar, Liwei Song, Virat Shejwalkar, Milad Nasr, Amir Houmansadr, Prateek Mittal
2021	J	`jnl`	Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture. CoRR Xinyu Tang, Saeed Mahloujifar, Liwei Song, Virat Shejwalkar, Milad Nasr, Amir Houmansadr, Prateek Mittal
2019	A*	`conf`	Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning. ICCV Lifeng Fan, Wenguan Wang, Song-Chun Zhu, Xinyu Tang, Siyuan Huang
2019	J	`jnl`	Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning. CoRR Lifeng Fan, Wenguan Wang, Siyuan Huang, Xinyu Tang, Song-Chun Zhu