publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. PrivPetal: Relational Data Synthesis via Permutation Relations
    Kuntai Cai, Xiaokui Xiao, and Yin Yang
    Proceedings of the ACM on Management of Data, 2025
  2. GCON: Differentially Private Graph Convolutional Network via Objective Perturbation
    Jianxin Wei, Yizheng Zhu, Xiaokui Xiao, Ergute Bao, Yin Yang, Kuntai Cai, and Beng Chin Ooi
    In 2025 IEEE International Conference on Data Engineering, 2025

2023

  1. PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy
    Kuntai Cai, Xiaokui Xiao, and Graham Cormode
    Proceedings of the ACM on Management of Data, 2023

2021

  1. Data Synthesis via Differentially Private Markov Random Field
    Kuntai Cai, Xiaoyu Lei, Jianxin Wei, and Xiaokui Xiao
    Proceedings of the VLDB Endowment, 2021