Adap DP-FL: Differentially Private Federated Learning with Adaptive Noise. - Jie Fu 003; Zhili Chen; Xiao Han (TrustCom, 2022)

SA-DPSGD: Differentially Private Stochastic Gradient Descent based on Simulated Annealing. - Jie Fu 003; Zhili Chen; Xinpeng Ling (CoRR, 2022)

Adaptive Local Steps Federated Learning with Differential Privacy Driven by Convergence Analysis. - Xinpeng Ling; Jie Fu 003; Zhili Chen (CoRR, 2023)

Truncated Laplace and Gaussian mechanisms of RDP. - Jie Fu 003; Zhiyu Sun; Haitao Liu; Zhili Chen (CoRR, 2023)

Differentially Private Graph Neural Networks for Link Prediction. - Xun Ran; Qingqing Ye 001; Haibo Hu 001; Xin Huang 001; Jianliang Xu; Jie Fu 003 (ICDE, 2024)

DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-Cell Clustering. - Huifa Li; Jie Fu 003; Zhili Chen; Xiaomin Yang; Haitao Liu; Xinpeng Ling (ICIC (LNBI 1), 2024)

FedFDP: Federated Learning with Fairness and Differential Privacy. - Xinpeng Ling; Jie Fu 003; Zhili Chen; Kuncan Wang; Huifa Li; Tong Cheng; Guanying Xu; Qin Li (CoRR, 2024)

Differentially Private Federated Learning: A Systematic Review. - Jie Fu 003; Yuan Hong 001; Xinpeng Ling; Leixia Wang; Xun Ran; Zhiyu Sun; Wendy Hui Wang; Zhili Chen; Yang Cao (CoRR, 2024)

DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release. - Jie Fu 003; Qingqing Ye 001; Haibo Hu 001; Zhili Chen; Lulu Wang; Kuncan Wang; Xun Ran (Proc. VLDB Endow., 2024)

ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations. - Xinpeng Ling; Jie Fu 003; Kuncan Wang; Haitao Liu; Zhili Chen (WoWMoM, 2025)

EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression. - Tong Cheng; Jie Fu 003; Xinpeng Ling; Huifa Li; Zhili Chen (CoRR, 2025)

Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective. - Nima Naderloui; Shenao Yan; Binghui Wang; Jie Fu 003; Wendy Hui Wang; Weiran Liu; Yuan Hong 001 (CoRR, 2025)

scAGC: Learning Adaptive Cell Graphs with Contrastive Guidance for Single-Cell Clustering. - Huifa Li; Jie Fu 003; Xinlin Zhuang; Haolin Yang; Xinpeng Ling; Tong Cheng; Haochen Xue; Imran Razzak; Zhili Chen (CoRR, 2025)