Xun Ran

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Differential Privacy

Differentially Private

Matrix Factorization

Top Venues

Expert Syst. Appl.

IEICE Trans. Inf. Syst.

Proc. VLDB Endow.

Publications

Xun Ran, Qingqing Ye, Haibo Hu, Xin Huang, Jianliang Xu, Jie Fu
Differentially Private Graph Neural Networks for Link Prediction. ICDE (2024)
Jie Fu, Yuan Hong, Xinpeng Ling, Leixia Wang, Xun Ran, Zhiyu Sun, Wendy Hui Wang, Zhili Chen, Yang Cao
Differentially Private Federated Learning: A Systematic Review. CoRR (2024)
Jie Fu, Qingqing Ye, Haibo Hu, Zhili Chen, Lulu Wang, Kuncan Wang, Xun Ran
DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release. Proc. VLDB Endow. 17 (6) (2024)
Beibei Li, Xun Ran, Yiran Liu, Wensheng Li, Qingling Duan
in Aquaculture Using Mobile Phones. IEICE Trans. Inf. Syst. 107 (7) (2024)
Yong Wang, Mingxing Gao, Xun Ran, Jun Ma, Leo Yu Zhang
An improved matrix factorization with local differential privacy based on piecewise mechanism for recommendation systems. Expert Syst. Appl. 216 (2023)
Jiangzhou Deng, Xun Ran, Yong Wang, Leo Yu Zhang, Junpeng Guo
Probabilistic Matrix Factorization Recommendation Approach for Integrating Multiple Information Sources. IEEE Trans. Syst. Man Cybern. Syst. 53 (10) (2023)
Xun Ran, Yong Wang, Leo Yu Zhang, Jun Ma
A differentially private nonnegative matrix factorization for recommender system. Inf. Sci. 592 (2022)
Xun Ran, Yong Wang, Leo Yu Zhang, Jun Ma
A differentially private matrix factorization based on vector perturbation for recommender system. Neurocomputing 483 (2022)
Junpeng Guo, Jiangzhou Deng, Xun Ran, Yong Wang, Hang Jin
An efficient and accurate recommendation strategy using degree classification criteria for item-based collaborative filtering. Expert Syst. Appl. 164 (2021)