Shiyuan Zuo

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Federated Learning Resilient to Byzantine Attacks and Data Heterogeneity.
IEEE Trans. Mob. Comput.
Shiyuan Zuo, Xingrun Yan, Rongfei Fan, Han Hu, Hangguan Shan, Tony Q. S. Quek, Puning Zhao
2025 J jnl
H+: An Efficient Similarity-Aware Aggregation for Byzantine Resilient Federated Learning.
CoRR
Shiyuan Zuo, Rongfei Fan, Cheng Zhan, Jie Xu, Puning Zhao, Han Hu
2025 J jnl
Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning.
CoRR
Xingrun Yan, Shiyuan Zuo, Yifeng Lyu, Rongfei Fan, Han Hu
2025 J jnl
Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets.
IEEE Trans. Mob. Comput.
Xingrun Yan, Shiyuan Zuo, Rongfei Fan, Han Hu, Li Shen, Puning Zhao, Yong Luo
2024 J jnl
Byzantine-resilient Federated Learning Employing Normalized Gradients on Non-IID Datasets.
CoRR
Shiyuan Zuo, Xingrun Yan, Rongfei Fan, Li Shen, Puning Zhao, Jie Xu, Han Hu
2024 J jnl
Byzantine-resilient Federated Learning With Adaptivity to Data Heterogeneity.
CoRR
Shiyuan Zuo, Xingrun Yan, Rongfei Fan, Han Hu, Hangguan Shan, Tony Q. S. Quek
2024 J jnl
Joint Power Control and Data Size Selection for Over-the-Air Computation-Aided Federated Learning.
IEEE Internet Things J.
Xuming An, Rongfei Fan, Shiyuan Zuo, Han Hu, Hai Jiang, Ning Zhang
2024 J jnl
Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets.
CoRR
Xingrun Yan, Shiyuan Zuo, Rongfei Fan, Han Hu, Li Shen, Puning Zhao, Yong Luo
2023 J jnl
Federated Learning Robust to Byzantine Attacks: Achieving Zero Optimality Gap.
CoRR
Shiyuan Zuo, Rongfei Fan, Han Hu, Ning Zhang, Shimin Gong
2023 J jnl
Joint Power Control and Data Size Selection for Over-the-Air Computation Aided Federated Learning.
CoRR
Xuming An, Rongfei Fan, Shiyuan Zuo, Han Hu, Hai Jiang, Ning Zhang
2023 J jnl
Over-the-Air Computation Aided Federated Learning with the Aggregation of Normalized Gradient.
CoRR
Rongfei Fan, Xuming An, Shiyuan Zuo, Han Hu
2023 J jnl
Robust Task Offloading and Resource Allocation in Mobile Edge Computing With Uncertain Distribution of Computation Burden.
IEEE Trans. Commun.
Rongfei Fan, Bizheng Liang, Shiyuan Zuo, Han Hu, Hai Jiang, Ning Zhang