An efficient and accurate recommendation strategy using degree classification criteria for item-based collaborative filtering. - Junpeng Guo; Jiangzhou Deng; Xun Ran; Yong Wang 009; Hang Jin (Expert Syst. Appl., 2021)

A differentially private matrix factorization based on vector perturbation for recommender system. - Xun Ran; Yong Wang 009; Leo Yu Zhang; Jun Ma 003 (Neurocomputing, 2022)

A differentially private nonnegative matrix factorization for recommender system. - Xun Ran; Yong Wang 009; Leo Yu Zhang; Jun Ma 003 (Inf. Sci., 2022)

An improved matrix factorization with local differential privacy based on piecewise mechanism for recommendation systems. - Yong Wang 009; Mingxing Gao; Xun Ran; Jun Ma 003; Leo Yu Zhang (Expert Syst. Appl., 2023)

Probabilistic Matrix Factorization Recommendation Approach for Integrating Multiple Information Sources. - Jiangzhou Deng; Xun Ran; Yong Wang 009; Leo Yu Zhang; Junpeng Guo (IEEE Trans. Syst. Man Cybern. Syst., 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)

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)

VH-YOLOv5s: Detecting the Skin Color of Plectropomus leopardus in Aquaculture Using Mobile Phones. - Beibei Li; Xun Ran; Yiran Liu; Wensheng Li; Qingling Duan (IEICE Trans. Inf. Syst., 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)

PrivIM: Differentially Private Graph Neural Networks for Influence Maximization. - Renxuan Hou; Qingqing Ye 001; Xun Ran; Sen Zhang 002; Haibo Hu 001 (ICDE, 2025)

Shrimp phenotypic data extraction and growth abnormality identification method based on instance segmentation. - Xun Ran; Yiran Liu; Hongyu Pan; Jianping Wang; Qingling Duan (Comput. Electron. Agric., 2025)