Hi ! I’m Yuqing Zhu / 祝于晴
A fourth-year Ph.D. student at UC Santa Barbara with the Computer Science Department, fortunately advised by Prof.Yu-Xiang Wang. Prior to that, I received my B.S. in computer science from Nanjing University, fortunately advised by Prof. Wu-Jun LI.
Research Interests
My research interest is machine learning, including differential privacy, domain adaptation and federated learning. Recently, I am focusing on how to establish rigorous differential privacy guarantees for large scale real dataset. I am also working on an open source project Auto DP , which is an automating differential privacy computation, to help researchers obtain provable DP guarantees with advanced techniques in differential privacy.
Publication and Preprints
Yuqing Zhu, Jinshuo Dong, Yu-Xiang Wang
CSS Theory and Practice of Differential Privacy Workshop (TPDP-2021).
Yuqing Zhu, Xiang Yu, Yi-Hsuan Tsai, Francesco Pittaluga, Masoud Faraki, Manmohan chandraker, Yu-Xiang Wang
Yuqing Zhu, Yu-Xiang Wang
NeurIPS 2020
CSS Theory and Practice of Differential Privacy Workshop (TPDP-2020).
Chong Liu, Yuqing Zhu, Kamalika Chaudhuri and Yu-Xiang Wang
Journal of Machine Learning Research (JMLR-2022). Shorter version appeared in AISTATS 2021.
Yuqing Zhu, Chong Liu and Yu-Xiang Wang
CSS Theory and Practice of Differential Privacy Workshop (TPDP-2020).
Yuqing Zhu, Xiang Yu, Manmohan Chandraker, Yu-Xiang Wang
CVPR 2020
Yuqing Zhu, Yu-Xiang Wang
ICML 2019
Rewards
2021 Google PHD fellowship recipient
Education
UC Santa Barbara
09 / 2018 - Present
Ph.D. in computer science
Nanjing University
09 / 2014 - 07 / 2018
B.S. in Computer Science, National Elite Program
Conference Service
Reviewer:ICML-19, UAI-19, NeurIPS-19, ICML-20, AISTATS-20, ICLR-20, NeurIPS-21
Contact
yuqingzhu # ucsb.edu