Data Synthesis via Differentially Private Markov Random Field. - Kuntai Cai; Xiaoyu Lei; Jianxin Wei 005; Xiaokui Xiao (Proc. VLDB Endow., 2021)

DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling. - Jianxin Wei 005; Ergute Bao; Xiaokui Xiao; Yin Yang 001 (CCS, 2022)

GCON: Differentially Private Graph Convolutional Network via Objective Perturbation. - Jianxin Wei 005; Yizheng Zhu; Xiaokui Xiao; Ergute Bao; Yin Yang 001; Kuntai Cai; Beng Chin Ooi (ICDE, 2025)