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Yaxiong YUAN

Yaxiong YUAN

Doctoral researcher

Faculty or Centre Interdisciplinary Centre for Security, Reliability and Trust
Department SigCom
Postal Address Université du Luxembourg
29, avenue JF Kennedy
L-1855 Luxembourg
Campus Office JFK Building, E03-301
Telephone (+352) 46 66 44 6950
Fax (+352) 46 66 44 36950

Yaxiong Yuan received his Master degree from the Laboratory of Wireless Communication Systems and Networks (WCSN) at the Beijing University of Posts and Telecommunications (China), in 2018. His research interests include wireless communication, focusing on wireless resource management based on optimization theory and machine learning. YAXIONG YUAN joined the  Signal Processing & Satellite Communications group, SIGCOM, headed by Prof. Björn Ottersten and he will be advised by Dr. Symeon Chatzinotas.

Last updated on: Monday, 07 January 2019

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See detailDynamic-Adaptive AI Solutions for Network Slicing Management in Satellite-Integrated B5G Systems
Lei, Lei; Yuan, Yaxiong; Vu, Thang Xuan; Chatzinotas, Symeon; Minardi, Mario; Montoya, Jesus Fabian

in IEEE Network Magazine (2021)

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See detailEnergy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization
Yuan, Yaxiong; Lei, Lei; Vu, Thang Xuan; Chatzinotas, Symeon; Sun, Sumei; Ottersten, Björn

in IEEE Transactions on Vehicular Technology (2021)

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See detailActor‑critic learning‑based energy optimization for UAV access and backhaul networks
Yuan, Yaxiong; Lei, Lei; Vu, Thang Xuan; Chatzinotas, Symeon; Sun, Sumei; Ottersten, Björn

in EURASIP Journal on Wireless Communications and Networking (2021)

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See detailBeam Illumination Pattern Design in Satellite Networks: Learning and Optimization for Efficient Beam Hopping
Lei, Lei; Lagunas, Eva; Yuan, Yaxiong; Kibria, Mirza; Chatzinotas, Symeon; Ottersten, Björn

in IEEE Access (2020)

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See detailProxSGD: Training Structured Neural Networks under Regularization and Constraints
Yang, Yang; Yuan, Yaxiong; Chatzimichailidis, Avraam; Sloun, Ruud JG van; Lei, Lei; Chatzinotas, Symeon

in International Conference on Learning Representations (ICLR) 2020 (2020)

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See detailActor-Critic Deep Reinforcement Learning for Energy Minimization in UAV-Aided Networks
Yuan, Yaxiong; Lei, Lei; Vu, Thang Xuan; Chatzinotas, Symeon; Ottersten, Björn

in 2020 European Conference on Networks and Communications (EuCNC) (2020, September 21)

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See detailLearning-Based Resource Allocation: Efficient Content Delivery Enabled by Convolutional Neural Network
Lei, Lei; Yaxiong, Yuan; Vu, Thang Xuan; Chatzinotas, Symeon; Ottersten, Björn

in IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2019 (2019, July)

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