Browsing by Author Chen, Mingzhe
Showing results 1 to 13 of 13
| Publication Date | Article Title | Author(s) |
|---|---|---|
| 11-Dec-2020 | Convergence Time Optimization for Federated Learning Over Wireless Networks | Chen, Mingzhe; Poor, H Vincent; Saad, Walid; Cui, Shuguang |
| 6-Oct-2021 | Distributed Learning in Wireless Networks: Recent Progress and Future Challenges | Chen, Mingzhe; Gunduz, Deniz; Huang, Kaibin; Saad, Walid; Bennis, Mehdi; et al |
| 16-Jun-2021 | Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks | Hu, Ye; Chen, Mingzhe; Saad, Walid; Poor, H Vincent; Cui, Shuguang |
| Jan-2022 | Federated Learning for 6G: Applications, Challenges, and Opportunities | Yang, Zhaohui; Chen, Mingzhe; Wong, Kai-Kit; Poor, H Vincent; Cui, Shuguang |
| 31-May-2021 | Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks | Wang, Sihua; Chen, Mingzhe; Yin, Changchuan; Saad, Walid; Hong, Choong Seon; et al |
| 1-Oct-2020 | A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks | Chen, Mingzhe; Yang, Zhaohui; Saad, Walid; Yin, Changchuan; Poor, H Vincent; et al |
| 10-May-2021 | Learning to Decode Protograph LDPC Codes | Dai, Jincheng; Tan, Kailin; Si, Zhongwei; Niu, Kai; Chen, Mingzhe; et al |
| 22-Jul-2020 | A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks | Wang, Sihua; Chen, Mingzhe; Liu, Xuanlin; Yin, Changchuan; Cui, Shuguang; et al |
| 31-Mar-2022 | Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks | Wang, Yining; Chen, Mingzhe; Yang, Zhaohui; Saad, Walid; Luo, Tao; et al |
| 18-Jul-2022 | Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach | Wang, Yining; Chen, Mingzhe; Luo, Tao; Saad, Walid; Niyato, Dusit; et al |
| 23-Dec-2020 | UVeQFed: Universal Vector Quantization for Federated Learning | Shlezinger, Nir; Chen, Mingzhe; Eldar, Yonina C; Poor, H Vincent; Cui, Shuguang |
| Dec-2020 | Wireless Communications for Collaborative Federated Learning | Chen, Mingzhe; Poor, H Vincent; Saad, Walid; Cui, Shuguang |
| - | Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems | Huang, Wuwei; Yang, Yang; Chen, Mingzhe; Liu, Chuanhong; Feng, Chunyan; et al |