Back
  1. Home
  2. Profile of Yaxiong YUAN (Unilu)
Profil

YUAN Yaxiong

Main Referenced Co-authors
CHATZINOTAS, Symeon  (7)
LEI, Lei  (7)
OTTERSTEN, Björn  (5)
VU, Thang Xuan  (5)
Sun, Sumei (2)
Main Referenced Keywords
Deep reinforcement learning (2); Machine Learning (2); UAV (2); User scheduling (2); Actor-Critic (1);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM (1)
Main Referenced Disciplines
Electrical & electronics engineering (6)
Computer science (2)

Publications (total 8)

The most downloaded
741 downloads
Yang, Y., Yuan, Y., Chatzimichailidis, A., Sloun, R. J. V., Lei, L., & Chatzinotas, S. (2020). ProxSGD: Training Structured Neural Networks under Regularization and Constraints. In International Conference on Learning Representations (ICLR) 2020. https://hdl.handle.net/10993/45122

The most cited

54 citations (Scopus®)

Lei, L., Lagunas, E., Yuan, Y., Kibria, M., Chatzinotas, S., & Ottersten, B. (2020). Beam Illumination Pattern Design in Satellite Networks: Learning and Optimization for Efficient Beam Hopping. IEEE Access. doi:10.1109/ACCESS.2020.3011746 https://hdl.handle.net/10993/44168

Yuan, Y. (2022). Machine Learning-Based Efficient Resource Scheduling for Future Wireless Communication Networks [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/51076

Yuan, Y., Lei, L., Vu, T. X., Chatzinotas, S., Sun, S., & Ottersten, B. (2021). Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization. IEEE Transactions on Vehicular Technology. doi:10.1109/TVT.2021.3075860
Peer Reviewed verified by ORBi

Yuan, Y., Lei, L., Vu, T. X., Chatzinotas, S., Sun, S., & Ottersten, B. (2021). Actor‑critic learning‑based energy optimization for UAV access and backhaul networks. EURASIP Journal on Wireless Communications and Networking. doi:10.1186/s13638-021-01960-0
Peer Reviewed verified by ORBi

Lei, L., Yuan, Y., Vu, T. X., Chatzinotas, S., Minardi, M., & Montoya, J. F. (2021). Dynamic-Adaptive AI Solutions for Network Slicing Management in Satellite-Integrated B5G Systems. IEEE Network Magazine. doi:10.1109/MNET.111.2100206
Peer reviewed

Yuan, Y., Lei, L., Vu, T. X., Chatzinotas, S., & Ottersten, B. (2020). Actor-Critic Deep Reinforcement Learning for Energy Minimization in UAV-Aided Networks. 2020 European Conference on Networks and Communications (EuCNC). doi:10.1109/EuCNC48522.2020.9200931
Peer reviewed

Lei, L., Lagunas, E., Yuan, Y., Kibria, M., Chatzinotas, S., & Ottersten, B. (2020). Beam Illumination Pattern Design in Satellite Networks: Learning and Optimization for Efficient Beam Hopping. IEEE Access. doi:10.1109/ACCESS.2020.3011746
Peer Reviewed verified by ORBi

Yang, Y., Yuan, Y., Chatzimichailidis, A., Sloun, R. J. V., Lei, L., & Chatzinotas, S. (2020). ProxSGD: Training Structured Neural Networks under Regularization and Constraints. In International Conference on Learning Representations (ICLR) 2020.
Peer reviewed

Lei, L., Yaxiong, Y., Vu, T. X., Chatzinotas, S., & Ottersten, B. (2019). Learning-Based Resource Allocation: Efficient Content Delivery Enabled by Convolutional Neural Network. In IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2019.
Peer reviewed

Contact ORBilu