Items where Author is "Shin, Hyundong"

Zheng, Zijian and Deng, Yansha and Yi, Wenqiang and Shin, Hyundong and Nallanathan, Arumugam (2025) Over-the-Air Computation Enabled Semi-Asynchronous Wireless Federated Learning. IEEE Transactions on Communications. (In Press)

Xie, Chunfeng and Chen, Zhixiong and Yi, Wenqiang and Shin, Hyundong and Nallanathan, Arumugam (2025) Tackling Class Imbalance and Client Heterogeneity for Split Federated Learning in Wireless Networks. IEEE Transactions on Wireless Communications, 24 (6). pp. 4920-4936. DOI https://doi.org/10.1109/TWC.2025.3545236

Chen, Zhixiong and Yi, Wenqiang and Shin, Hyundong and Nallanathan, Arumugam (2024) Adaptive Semi-Asynchronous Federated Learning over Wireless Networks. IEEE Transactions on Communications, 73 (1). pp. 394-409. DOI https://doi.org/10.1109/TCOMM.2024.3425635

Chen, Zhixiong and Yi, Wenqiang and Shin, Hyundong and Nallanathan,, Arumugam and Li, Geoffrey Ye (2024) Efficient Wireless Federated Learning with Partial Model Aggregation. IEEE Transactions on Communications, 72 (10). pp. 6271-6286. DOI https://doi.org/10.1109/TCOMM.2024.3396748

Chen, Zhixiong and Yi, Wenqiang and Shin, Hyundong and Nallanathan, Arumugam (2023) Adaptive Model Pruning for Communication and Computation Efficient Wireless Federated Learning. IEEE Transactions on Wireless Communications, 23 (7). pp. 7582-7598. DOI https://doi.org/10.1109/TWC.2023.3342626