Count Sketch with Zero Checking: Efficient Recovery of Heavy Components. - Guanqiang Zhou; Zhi Tian (ICASSP, 2021)

H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets. - Guanqiang Zhou; Ping Xu; Yue Wang 019; Zhi Tian (NeurIPS, 2023)

Robust Distributed Learning Against Both Distributional Shifts and Byzantine Attacks. - Guanqiang Zhou; Ping Xu; Yue Wang 019; Zhi Tian (IEEE Trans. Neural Networks Learn. Syst., 2025)