Over-the-Air Computation Aided Federated Learning with the Aggregation of Normalized Gradient. - Rongfei Fan; Xuming An; Shiyuan Zuo; Han Hu 003 (CoRR, 2023)

Federated Learning Robust to Byzantine Attacks: Achieving Zero Optimality Gap. - Shiyuan Zuo; Rongfei Fan; Han Hu 003; Ning Zhang 007; Shimin Gong (CoRR, 2023)

Robust Task Offloading and Resource Allocation in Mobile Edge Computing With Uncertain Distribution of Computation Burden. - Rongfei Fan; Bizheng Liang; Shiyuan Zuo; Han Hu 003; Hai Jiang 001; Ning Zhang 007 (IEEE Trans. Commun., 2023)

Byzantine-resilient Federated Learning With Adaptivity to Data Heterogeneity. - Shiyuan Zuo; Xingrun Yan; Rongfei Fan; Han Hu 003; Hangguan Shan; Tony Q. S. Quek (CoRR, 2024)

Byzantine-resilient Federated Learning Employing Normalized Gradients on Non-IID Datasets. - Shiyuan Zuo; Xingrun Yan; Rongfei Fan; Li Shen 008; Puning Zhao; Jie Xu 002; Han Hu 003 (CoRR, 2024)

Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets. - Xingrun Yan; Shiyuan Zuo; Rongfei Fan; Han Hu 003; Li Shen 008; Puning Zhao; Yong Luo 002 (CoRR, 2024)

Joint Power Control and Data Size Selection for Over-the-Air Computation-Aided Federated Learning. - Xuming An; Rongfei Fan; Shiyuan Zuo; Han Hu 003; Hai Jiang 001; Ning Zhang 007 (IEEE Internet Things J., 2024)

Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning. - Xingrun Yan; Shiyuan Zuo; Yifeng Lyu; Rongfei Fan; Han Hu 003 (CoRR, 2025)