Poission Subsampled Rényi Differential Privacy. - Yuqing Zhu 005; Yu-Xiang Wang 003 (ICML, 2019)

Private-kNN: Practical Differential Privacy for Computer Vision. - Yuqing Zhu 005; Xiang Yu 002; Manmohan Chandraker; Yu-Xiang Wang 003 (CVPR, 2020)

Improving Sparse Vector Technique with Renyi Differential Privacy. - Yuqing Zhu 005; Yu-Xiang Wang 003 (NeurIPS, 2020)

Voting-based Approaches For Differentially Private Federated Learning. - Yuqing Zhu 005; Xiang Yu 002; Yi-Hsuan Tsai; Francesco Pittaluga; Masoud Faraki; Manmohan Chandraker; Yu-Xiang Wang 003 (CoRR, 2020)

Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning. - Chong Liu 007; Yuqing Zhu 005; Kamalika Chaudhuri; Yu-Xiang Wang 003 (J. Mach. Learn. Res., 2021)

Optimal Accounting of Differential Privacy via Characteristic Function. - Yuqing Zhu 005; Jinshuo Dong; Yu-Xiang Wang 003 (AISTATS, 2022)

Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE. - Yuqing Zhu 005; Yu-Xiang Wang 003 (AISTATS, 2022)

Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy. - Rachel Redberg; Yuqing Zhu 005; Yu-Xiang Wang 003 (AISTATS, 2023)

A Privacy-Friendly Approach to Data Valuation. - Jiachen T. Wang; Yuqing Zhu 005; Yu-Xiang Wang 003; Ruoxi Jia 001; Prateek Mittal (NeurIPS, 2023)

Private Prediction Strikes Back! Private Kernelized Nearest Neighbors with Individual Rényi Filter. - Yuqing Zhu 005; Xuandong Zhao; Chuan Guo 001; Yu-Xiang Wang 003 (UAI, 2023)

Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation. - Jiachen T. Wang; Yuqing Zhu 005; Yu-Xiang Wang 003; Ruoxi Jia 001; Prateek Mittal (CoRR, 2023)

Making Differential Privacy Practical via Modern Privacy Accountings and Data-adaptive Analysis - Yuqing Zhu 005 (2023)

Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning. - Chendi Wang; Yuqing Zhu 005; Weijie J. Su; Yu-Xiang Wang 003 (ICML, 2024)

TokenShapley: Token Level Context Attribution with Shapley Value. - Yingtai Xiao; Yuqing Zhu 005; Sirat Samyoun; Wanrong Zhang 002; Jiachen T. Wang; Jian Du (ACL (Findings), 2025)