Shen, Yifei

Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis

Shen, Y., Shi, Y., Zhang, J., & Letaief, K. B. (2021) · IEEE Journal on Selected Areas in Communications

Advanced Wireless Network OptimizationAdvanced Graph Neural Networks

Cited by 367

LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples

Shen, Y., Shi, Y., Zhang, J., & Letaief, K. B. (2020) · IEEE Transactions on Wireless Communications

Advanced Wireless Network OptimizationSoftware-Defined Networks and 5G

Cited by 134

AI Empowered Resource Management for Future Wireless Networks

Shen, Y., Zhang, J., Song, S. H., & Letaief, K. B. (2021) · 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)

Advanced Wireless Network OptimizationAdvanced MIMO Systems Optimization

Cited by 22

Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation

Ma, Y., Shen, Y., Yu, X., Zhang, J., Song, S. H., & Letaief, K. B. (2021) · 2021 IEEE Global Communications Conference (GLOBECOM)

Advanced MIMO Systems OptimizationMillimeter-Wave Propagation and Modeling

Cited by 15