Wanrong Zhang

Researcher, Amazon

Joined

April 2020

Names

Wanrong Zhang (Preferred)

Emails

****@gatech.edu (Confirmed)

****@fas.harvard.edu (Confirmed)

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2025 – Present

Researcher

Tiktok (tiktok.com)

2023 – 2025

Postdoc

Harvard University (harvard.edu)

2021 – 2023

PhD student

Georgia Institute of Technology (gatech.edu)

2016 – 2021

Advisors, Relations & Conflicts

Postdoc Advisor

Salil Vadhan

2021 – 2023

PhD Advisor

Rachel Cummings

2017 – 2021

Expertise

LLM safety

2025 – 2026

LLM watermarking

2024 – 2026

Differential Privacy

2017 – 2025

Publications

Protecting High-Resolution Poverty Statistics against Disclosure using Differential Privacy
Raphaël De Fondeville, Michael Shoemate, Wanrong Zhang, Salil Vadhan
- UNECE Expert Meeting on Statistical Data Confidentiality 2023
- Readers: Everyone
An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses
Hao Liang, Wanrong Zhang, Xinlei He, Kaishun Wu, Hong Xing
- CoRR 2025
- Readers: Everyone
Characterizing Context Influence and Hallucination in Summarization
James Flemings, Wanrong Zhang, Bo Jiang, Zafar Takhirov, Murali Annavaram
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Membership Inference Attacks and Privacy in Topic Modeling
Nico Manzonelli, Wanrong Zhang, Salil Vadhan
- Accepted by TMLR
- Readers: Everyone
Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections
Mark Bun, Marco Gaboardi, Marcel Neunhoeffer, Wanrong Zhang
- Proc. ACM Manag. Data 2024
- Readers: Everyone
Membership Inference Attacks and Privacy in Topic Modeling
Nico Manzonelli, Wanrong Zhang, Salil P. Vadhan
- CoRR 2024
- Readers: Everyone
Training Private and Efficient Language Models with Synthetic Data from LLMs
Da Yu, Arturs Backurs, Sivakanth Gopi, Huseyin Inan, Janardhan Kulkarni, Zinan Lin, Chulin Xie, Huishuai Zhang, Wanrong Zhang
- SoLaR Poster
- Readers: Everyone
Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training
Alyssa Huang, Peihan Liu, Ryumei Nakada, Linjun Zhang, Wanrong Zhang
- Submitted to ICLR 2024
- Readers: Everyone
DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference
Wanrong Zhang, Ruqi Zhang
- ICML 2023 Poster
- Readers: Everyone
Concurrent Composition Theorems for Differential Privacy
Salil P. Vadhan, Wanrong Zhang
- STOC 2023
- Readers: Everyone

View all 36 publications

Co-Authors

View all 60 co-authors