Yuan Liu

Orcid: 0000-0002-1912-5466

Affiliations:
  • Central South University, Changsha, China


According to our database1, Yuan Liu authored at least 9 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Compressed Hierarchical Federated Learning for Edge-Level Imbalanced Wireless Networks.
IEEE Trans. Comput. Soc. Syst., October, 2025

A unified Personalized Federated Learning framework ensuring Domain Generalization.
Expert Syst. Appl., 2025

2024
Feddaw: Dual Adaptive Weighted Federated Learning for Non-IID Medical Data.
Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

A Multimodal Federated Learning Framework for Modality Incomplete Scenarios in Healthcare.
Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

FedMMR: Multi-Modal Federated Learning via Missing Modality Reconstruction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023
Modeling global distribution for federated learning with label distribution skew.
Pattern Recognit., November, 2023

Personalized federated adaptive regularization for heterogeneous medical image classification: COVID-19 CT results.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Modeling Global Distribution for Federated Learning with Label Distribution Skew.
CoRR, 2022


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