Zheng Chen
Universitetslektor, Docent
Publikationer
Chung-Hsuan Hu, Zheng Chen, Erik G Larsson, 
Energy-Efficient Federated Edge Learning With Streaming Data: A Lyapunov Optimization Approach, IEEE Transactions on Communications 73:1142-1156 (2025) 
https://doi.org/10.1109/TCOMM.2024.3443731
Daniel Pérez Herrera, Zheng Chen, Erik G Larsson, Faster Convergence With Less Communication: Broadcast-Based Subgraph Sampling for Decentralized Learning Over Wireless Networks, IEEE Open Journal of the Communications Society 6:1497-1511 (2025) https://doi.org/10.1109/OJCOMS.2025.3540133
Adrian Edin, Zheng Chen, Over-the-Air Federated Learning with Compressed Sensing: Is Sparsification Necessary?, 2024 IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING FOR COMMUNICATION AND NETWORKING, ICMLCN 2024, pp. 287-292, IEEE (2024) https://doi.org/10.1109/ICMLCN59089.2024.10625081
Daniel Pérez Herrera, Zheng Chen, Erik G Larsson, Decentralized Learning over Wireless Networks with Broadcast-Based Subgraph Sampling, ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, IEEE International Conference on Communications, pp. 932-937, IEEE (2024) https://doi.org/10.1109/ICC51166.2024.10622904
David Nordlund, Jialing Liao, Zheng Chen, Byzantine-Resilient Hierarchical Federated Learning with Clustered Over-The-Air Aggregation, 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING WORKSHOPS, ICASSPW 2024, pp. 715-719, IEEE (2024) https://doi.org/10.1109/ICASSPW62465.2024.10626690
