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2020 – today
- 2024
[j6]Lei Lei
, Yaxiong Yuan, Yu Zhou, Yang Yang, Yu Luo, Lina Pu, Symeon Chatzinotas:
Energy Optimization and Lightweight Design for Efficient Federated Learning in Wireless Edge Systems. IEEE Trans. Veh. Technol. 73(9): 13542-13557 (2024)- 2023
- [c12]Xiaohui Zhao, Yaxiong Yuan, Anyue Wang, Tong-Xing Zheng, Lei Lei:
Optimality Analysis and Efficient Scheduling for Massive IoT-LEO Satellite Networks. SPAWC 2023: 476-480 - 2022
- [b1]Yaxiong Yuan:
Machine Learning-Based Efficient Resource Scheduling for Future Wireless Communication Networks. University of Luxembourg, Luxembourg City, Luxembourg, 2022 - [j5]Yaxiong Yuan, Lei Lei, Thang X. Vu, Zheng Chang, Symeon Chatzinotas, Sumei Sun:
Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling. IEEE Trans. Wirel. Commun. 21(11): 9582-9595 (2022) - [c11]Lei Lei, Yaxiong Yuan, Yang Yang, Yu Luo, Lina Pu, Symeon Chatzinotas:
Sparsification and Optimization for Energy-Efficient Federated Learning in Wireless Edge Networks. GLOBECOM 2022: 3071-3076 - [c10]Yaxiong Yuan, Lei Lei, Thang X. Vu, Scott Fowler, Symeon Chatzinotas:
Efficient Resource Scheduling and Optimization for Over-Loaded LEO-Terrestrial Networks. ICC 2022: 1052-1057 - 2021
- [j4]Yaxiong Yuan, Lei Lei, Thang X. Vu, Symeon Chatzinotas, Sumei Sun, Björn E. Ottersten:
Actor-critic learning-based energy optimization for UAV access and backhaul networks. EURASIP J. Wirel. Commun. Netw. 2021(1): 78 (2021) - [j3]Lei Lei, Yaxiong Yuan, Thang X. Vu, Symeon Chatzinotas, Mario Minardi, Jesus Fabian Mendoza Montoya:
Dynamic-Adaptive AI Solutions for Network Slicing Management in Satellite-Integrated B5G Systems. IEEE Netw. 35(6): 91-97 (2021) - [j2]Yaxiong Yuan, Lei Lei, Thang X. Vu, Symeon Chatzinotas, Sumei Sun, Björn E. Ottersten:
Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization. IEEE Trans. Veh. Technol. 70(5): 5028-5042 (2021) - [i2]Yaxiong Yuan, Lei Lei, Thang X. Vu, Zheng Chang, Symeon Chatzinotas, Sumei Sun:
Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling. CoRR abs/2110.06787 (2021) - 2020
- [j1]Lei Lei, Eva Lagunas, Yaxiong Yuan, Mirza Golam Kibria, Symeon Chatzinotas, Björn E. Ottersten:
Beam Illumination Pattern Design in Satellite Networks: Learning and Optimization for Efficient Beam Hopping. IEEE Access 8: 136655-136667 (2020) - [c9]Yaxiong Yuan, Lei Lei, Thang X. Vu, Symeon Chatzinotas, Björn E. Ottersten:
Actor-Critic Deep Reinforcement Learning for Energy Minimization in UAV-Aided Networks. EuCNC 2020: 348-352 - [c8]Yang Yang, Yaxiong Yuan, Avraam Chatzimichailidis, Ruud J. G. van Sloun, Lei Lei, Symeon Chatzinotas:
ProxSGD: Training Structured Neural Networks under Regularization and Constraints. ICLR 2020 - [c7]Lei Lei, Eva Lagunas, Yaxiong Yuan, Mirza Golam Kibria, Symeon Chatzinotas, Björn E. Ottersten:
Deep Learning for Beam Hopping in Multibeam Satellite Systems. VTC Spring 2020: 1-5 - [i1]Yaxiong Yuan, Lei Lei, Thang Xuan Vu, Symeon Chatzinotas, Sumei Sun, Björn E. Ottersten:
Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization. CoRR abs/2006.13610 (2020)
2010 – 2019
- 2019
- [c6]Yaxiong Yuan, Thang X. Vu, Lei Lei, Symeon Chatzinotas, Björn E. Ottersten:
Joint User Grouping and Power Allocation for MISO Systems: Learning to Schedule. EUSIPCO 2019: 1-5 - [c5]Lei Lei, Yaxiong Yuan, Thang X. Vu, Symeon Chatzinotas, Björn E. Ottersten:
Learning-Based Resource Allocation: Efficient Content Delivery Enabled by Convolutional Neural Network. SPAWC 2019: 1-5 - 2018
- [c4]Zhilong Zhang, Anyue Wang, Yaxiong Yuan, Danpu Liu:
Cache-Aware Joint Cell Association and Version Selection for Network Assisted DASH. ICC Workshops 2018: 1-6 - [c3]Lei Lei, Zheng Chang, Yun Hu, Tapani Ristaniemi, Yaxiong Yuan, Symeon Chatzinotas:
Energy-Efficient Resource Optimization with Wireless Power Transfer for Secure NOMA Systems. ICCC 2018: 106-110 - 2017
- [c2]Yaxiong Yuan, Zhilong Zhang, Danpu Liu:
AG-MS: A User Grouping Scheme for DASH Multicast over Wireless Networks. VTC Spring 2017: 1-5 - [c1]Zhilong Zhang, Danpu Liu, Yaxiong Yuan:
Layered Hierarchical Caching for SVC-Based HTTP Adaptive Streaming over C-RAN. WCNC 2017: 1-6
Coauthor Index
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