- Da Yu, Huishuai Zhang, Wei Chen, Jian Yin and Tie-Yan Liu, Large Scale Private Learning via Low-rank Reparametrization, International Conference on Machine Learning (ICML), July 2021
- Da Yu, Huishuai Zhang, Wei Chen and Tie-Yan Liu, Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning, ICLR, May 2021
- Da Yu, Huishuai Zhang, Wei Chen, Jian Yin and Tie-Yan Liu, How Does Data Augmentation Affect Privacy in Machine Learning? AAAI, January 2021
- Da Yu, Huishuai Zhang, Wei Chen, Jian Yin and Tie-Yan Liu, Gradient Perturbation is Underrated for Differentially Private Convex Optimization, IJCAI, July 2020