Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Xuebin Ren is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Collaborative and privacy-preserving cross-vendor united diagnostic imaging via server-rotating federated machine learning
Wang, H., Zhang, X., Ren, X., Zhang, Z., Yang, S., Lian, C., Ma, J. & Zeng, D., Dec 2025, In: Communications Engineering. 4, 1, 148.Research output: Contribution to journal › Article › peer-review
Open Access -
FedDSV: Shapley Value-Based Contribution Estimation in Federated Learning With Dynamic Participation
Lei, K., Ren, X., Yang, S., Wang, X. & Zhao, F., 2025, In: IEEE Transactions on Mobile Computing. 24, 10, p. 11019-11033 15 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Federated Metadata-Constrained iRadonMAP Framework with Mutual Learning for All-in-One Computed Tomography Imaging
Wang, H., Zhang, X., Guo, H., Ren, X., Wang, S., Fan, F., Ma, J. & Zeng, D., 2025, In: Cyborg and Bionic Systems. 6, Article 0376.Research output: Contribution to journal › Article › peer-review
Open Access -
FedGen: Personalized federated learning with data generation for enhanced model customization and class imbalance
Zhao, P., Guo, S., Li, Y., Yang, S. & Ren, X., Mar 2025, In: Future Generation Computer Systems. 164, 107595.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
FedImpute: Personalized federated learning for data imputation with clusterer and auxiliary classifier
Li, Y., Guo, S., Guo, X., Zhao, P., Ren, X. & Wang, H., 25 Apr 2025, In: Expert Systems with Applications. 270, 126543.Research output: Contribution to journal › Article › peer-review
3 Scopus citations