Scholar
Xinyu Tang
Google Scholar ID: uwcdL7gAAAAJ
Princeton University
Citations & Impact
Citations
528
H-index
9
i10-index
9
Publications
12
Co-authors
17
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Private Auditing of Large Language Models, ICLR 2025, ICML 2024 NextGenAISafety (Oral)
- Private Fine-tuning of Large Language Models with Zeroth-order Optimization, TMLR 2025, TPDP 2024 (Oral)
- A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization, ICML 2024
- Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation, ICLR 2024
- Differentially Private Image Classification by Learning Priors from Random Processes, NeurIPS 2023 (Spotlight), Journal of Privacy and Confidentiality 2025
- Effectively Using Public Data in Privacy Preserving Machine Learning, ICML 2023
- Machine Learning with Differentially Private Labels: Mechanisms and Frameworks, PETS 2022
- Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture, USENIX Security 2022
Background
- Works on machine learning and privacy at Apple. Research interests include differentially private machine learning.
