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Yaxiong Yuan
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Beam illumination pattern design in satellite networks: Learning and optimization for efficient beam hopping
L Lei, E Lagunas, Y Yuan, MG Kibria, S Chatzinotas, B Ottersten
IEEE Access 8, 136655-136667, 2020
342020
Energy minimization in UAV-aided networks: actor-critic learning for constrained scheduling optimization
Y Yuan, L Lei, TX Vu, S Chatzinotas, S Sun, B Ottersten
IEEE Transactions on Vehicular Technology 70 (5), 5028-5042, 2021
192021
Layered hierarchical caching for SVC-based HTTP adaptive streaming over C-RAN
Z Zhang, D Liu, Y Yuan
2017 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2017
192017
Deep learning for beam hopping in multibeam satellite systems
L Lei, E Lagunas, Y Yuan, MG Kibria, S Chatzinotas, B Ottersten
2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 1-5, 2020
152020
Learning-based resource allocation: Efficient content delivery enabled by convolutional neural network
L Lei, Y Yuan, TX Vu, S Chatzinotas, B Ottersten
2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019
142019
Proxsgd: Training structured neural networks under regularization and constraints
Y Yang, Y Yuan, A Chatzimichailidis, RJG van Sloun, L Lei, S Chatzinotas
International Conference on Learning Representations (ICLR) 2020, 2020
132020
Actor-critic deep reinforcement learning for energy minimization in UAV-aided networks
Y Yuan, L Lei, TX Vu, S Chatzinotas, B Ottersten
2020 European Conference on Networks and Communications (EuCNC), 348-352, 2020
102020
AG-MS: A user grouping scheme for DASH multicast over wireless networks
Y Yuan, Z Zhang, D Liu
2017 IEEE 85th Vehicular Technology Conference (VTC Spring), 1-5, 2017
72017
Dynamic-adaptive AI solutions for network slicing management in satellite-integrated B5G systems
L Lei, Y Yuan, TX Vu, S Chatzinotas, M Minardi, JFM Montoya
IEEE Network 35 (6), 91-97, 2021
52021
Actor-critic learning-based energy optimization for UAV access and backhaul networks
Y Yuan, L Lei, TX Vu, S Chatzinotas, S Sun, B Ottersten
EURASIP Journal on Wireless Communications and Networking 2021 (1), 1-27, 2021
42021
Joint user grouping and power allocation for MISO systems: learning to schedule
Y Yuan, TX Vu, L Lei, S Chatzinotas, B Ottersten
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
32019
Energy-efficient resource optimization with wireless power transfer for secure NOMA systems
L Lei, Z Chang, Y Hu, T Ristaniemi, Y Yuan, S Chatzinotas
2018 IEEE/CIC International Conference on Communications in China (ICCC …, 2018
22018
Cache-aware joint cell association and version selection for network assisted DASH
Z Zhang, A Wang, Y Yuan, D Liu
2018 IEEE International Conference on Communications Workshops (ICC …, 2018
12018
A spectrum allocation scheme for DASH multicast service over wireless network
Y Yuan, Z Zhang, D Liu
2017 3rd IEEE International Conference on Computer and Communications (ICCC …, 2017
12017
Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling
Y Yuan, L Lei, TX Vu, Z Chang, S Chatzinotas, S Sun
IEEE Transactions on Wireless Communications, 2022
2022
Efficient Resource Scheduling and Optimization for Over-Loaded LEO-Terrestrial Networks
Y Yuan, L Lei, TX Vu, S Fowler, S Chatzinotas
ICC 2022-IEEE International Conference on Communications, 1052-1057, 2022
2022
Machine Learning-Based Efficient Resource Scheduling for Future Wireless Communication Networks
Y Yuan
University of Luxembourg, Luxembourg, 2022
2022
2018 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA, ICCC 2018
P Ge, T Lv, L Lei, Y Yuan, S Chatzinotas, Z Chang, T Ristaniemi, Y Hu, ...
Energy 52, 56, 2019
2019
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