Skin Lesion Intelligent Diagnosis in Edge Computing Networks: An FCL Approach. - Yanhang Shi; Xue Li 034; Siguang Chen (ACM Trans. Intell. Syst. Technol., 2023)

Metadata and Image Features Co-Aware Personalized Federated Learning for Smart Healthcare. - Tong Jin 005; Shujia Pan; Xue Li 034; Siguang Chen (IEEE J. Biomed. Health Informatics, 2023)

Toward Smart and Efficient Service Systems: Computational Layered Federated Learning Framework. - Yanhang Shi; Xue Li 034; Siguang Chen (IEEE Netw., 2023)

Metadata and Image Features Co-Aware Semi-Supervised Vertical Federated Learning With Attention Mechanism. - Siguang Chen; Tong Jin 005; Yanyan Xia; Xue Li 034 (IEEE Trans. Veh. Technol., 2024)

Compressed-Sensing-Based Practical and Efficient Privacy-Preserving Federated Learning. - Siguang Chen; Yifeng Miao; Xue Li 034; Chuanxin Zhao (IEEE Internet Things J., 2024)

Prototypes Contrastive Learning Empowered Intelligent Diagnosis for Skin Lesion. - Congying Duan; Siguang Chen; Xue Li 034 (IEEE Internet Things J., 2024)

Debiased Device Sampling for Federated Edge Learning in Wireless Networks. - Siguang Chen; Qun Li; Yanhang Shi; Xue Li 034 (IEEE Trans. Mob. Comput., 2025)

Digital Twin-Empowered Federated Incremental Learning for Non-IID Privacy Data. - Qian Wang 028; Siguang Chen; Meng Wu 003; Xue Li 034 (IEEE Trans. Mob. Comput., 2025)