PDP-FD: Federated Knowledge Distillation Based on Personalized Differential Privacy. - Yushuang Xiao; Xu Wang; Juanjuan Wang; Xuebin Ma; Xinwen Zhang; Xiaoyan Zhang; Xiangyu Bai (CSCWD, 2025)

DPTB-VFL: An Efficient Vertical Federated Learning Framework Based on Boosting Trees and Adaptive Differential Privacy. - Xinwen Zhang; Xuebin Ma; Xiaoying Yang; Xiaoyan Zhang; Yushuang Xiao; Xiangyu Bai (CSCWD, 2025)

An Efficient Federated Learning with Correlation-Based Pruning: Improving Accuracy under Layer-Wise Differential Privacy. - Xiaoyan Zhang; Xuebin Ma; Xiaoying Yang; Xinwen Zhang; Yushuang Xiao; Xiangyu Bai (CSCWD, 2025)