Zhu, Yuqing

15 publications

ICML 2025 Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning Erchi Wang, Yuqing Zhu, Yu-Xiang Wang

ICML 2024 Neural Collapse Meets Differential Privacy: Curious Behaviors of NoisyGD with Near-Perfect Representation Learning Chendi Wang, Yuqing Zhu, Weijie J Su, Yu-Xiang Wang

CVPR 2024 SD2Event:Self-Supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras Yuan Gao, Yuqing Zhu, Xinjun Li, Yimin Du, Tianzhu Zhang

IJCAI 2024 Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods Wenzhen Yue, Xianghua Ying, Ruohao Guo, DongDong Chen, Ji Shi, Bowei Xing, Yuqing Zhu, Taiyan Chen

NeurIPS 2023 A Privacy-Friendly Approach to Data Valuation Jiachen Wang, Yuqing Zhu, Yu-Xiang Wang, Ruoxi Jia, Prateek Mittal

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

UAI 2023 Private Prediction Strikes Back! Private Kernelized Nearest Neighbors with Individual Rényi Filter Yuqing Zhu, Xuandong Zhao, Chuan Guo, Yu-Xiang Wang

AISTATS 2022 Adaptive Private-K-Selection with Adaptive K and Application to Multi-Label PATE Yuqing Zhu, Yu-Xiang Wang

AISTATS 2022 Optimal Accounting of Differential Privacy via Characteristic Function Yuqing Zhu, Jinshuo Dong, Yu-Xiang Wang

NeurIPSW 2022 Voting-Based Approaches for Differentially Private Federated Learning Yuqing Zhu, Xiang Yu, Yi-Hsuan Tsai, Francesco Pittaluga, Masoud Faraki, Manmohan Chandraker, Yu-Xiang Wang

AISTATS 2021 Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning Chong Liu, Yuqing Zhu, Kamalika Chaudhuri, Yu-Xiang Wang

JMLR 2021 Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning Chong Liu, Yuqing Zhu, Kamalika Chaudhuri, Yu-Xiang Wang

NeurIPS 2020 Improving Sparse Vector Technique with Renyi Differential Privacy Yuqing Zhu, Yu-Xiang Wang

CVPR 2020 Private-kNN: Practical Differential Privacy for Computer Vision Yuqing Zhu, Xiang Yu, Manmohan Chandraker, Yu-Xiang Wang

ICML 2019 Poission Subsampled Rényi Differential Privacy Yuqing Zhu, Yu-Xiang Wang