| Beam illumination pattern design in satellite networks: Learning and optimization for efficient beam hopping LEI Lei, E Lagunas, Y Yuan, MG Kibria, S Chatzinotas, B Ottersten IEEE Access 8, 136655-136667, 2020 | 69 | 2020 |
| 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 | 46 | 2021 |
| 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 | 31 | 2020 |
| 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 | 28 | 2021 |
| 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 | 25 | 2020 |
| 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 | 21 | 2017 |
| 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 | 19 | 2019 |
| 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 21 (11), 9582-9595, 2022 | 15 | 2022 |
| 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 | 14 | 2020 |
| 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 | 7 | 2017 |
| 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, 1-27, 2021 | 4 | 2021 |
| 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 | 3 | 2019 |
| 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 | 3 | 2018 |
| Sparsification and optimization for energy-efficient federated learning in wireless edge networks L Lei, Y Yuan, Y Yang, Y Luo, L Pu, S Chatzinotas GLOBECOM 2022-2022 IEEE Global Communications Conference, 3071-3076, 2022 | 2 | 2022 |
| Optimality Analysis and Efficient Scheduling for Massive IoT-LEO Satellite Networks X Zhao, Y Yuan, A Wang, TX Zheng, L Lei 2023 IEEE 24th International Workshop on Signal Processing Advances in …, 2023 | 1 | 2023 |
| 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 | 1 | 2022 |
| 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 | 1 | 2018 |
| 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 | 1 | 2017 |
| Energy Optimization and Lightweight Design for Efficient Federated Learning in Wireless Edge Systems L Lei, Y Yuan, Y Zhou, Y Yang, Y Luo, L Pu, S Chatzinotas IEEE Transactions on Vehicular Technology, 2024 | | 2024 |
| Machine Learning-Based Efficient Resource Scheduling for Future Wireless Communication Networks Y Yuan University of Luxembourg, Luxembourg, 2022 | | 2022 |
Lei LeiXi'an Jiaotong University; University of LuxembourgVerified email at xjtu.edu.cn
