| 2026 | AAAI | 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 |
| 2026 | AsiaCCS | Auditing Differentially Private Interactive Database Systems. | Sagar Sharma, Wanrong Zhang, Qiang Yan, Florian Tramr |
| 2026 | NDSS | When Focus Enhances Utility: Target Range LDP Frequency Estimation and Unknown Item Discovery. | Bo Jiang, Wanrong Zhang, Donghang Lu, Jian Du, Qiang Yan |
| 2025 | ACL | Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models. | James Flemings, Bo Jiang, Wanrong Zhang, Zafar Takhirov, Murali Annavaram |
| 2025 | ACL | TokenShapley: Token Level Context Attribution with Shapley Value. | Yingtai Xiao, Yuqing Zhu, Sirat Samyoun, Wanrong Zhang, Jiachen T. Wang, Jian Du |
| 2025 | SP | Meeting Utility Constraints in Differential Privacy: A Privacy-Boosting Approach. | Bo Jiang, Wanrong Zhang, Donghang Lu, Jian Du, Sagar Sharma, Qiang Yan |
| 2025 | SP | Click Without Compromise: Online Advertising Measurement via Per User Differential Privacy. | Yingtai Xiao, Jian Du, Shikun Zhang, Wanrong Zhang, Qian Yang, Danfeng Zhang, Daniel Kifer |
| 2023 | CCS | Concurrent Composition for Interactive Differential Privacy with Adaptive Privacy-Loss Parameters. | Samuel Haney, Michael Shoemate, Grace Tian, Salil P. Vadhan, Andrew Vyrros, Vicki Xu, Wanrong Zhang |
| 2023 | ICML | DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference. | Wanrong Zhang, Ruqi Zhang |
| 2023 | STOC | Concurrent Composition Theorems for Differential Privacy. | Salil P. Vadhan, Wanrong Zhang |
| 2022 | AISTATS | Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size. | Wanrong Zhang, Yajun Mei, Rachel Cummings |
| 2021 | ICML | PAPRIKA: Private Online False Discovery Rate Control. | Wanrong Zhang, Gautam Kamath, Rachel Cummings |
| 2020 | ICML | Privately detecting changes in unknown distributions. | Rachel Cummings, Sara Krehbiel, Yuliia Lut, Wanrong Zhang |