Shi, Yuanming

The Roadmap to 6G: AI Empowered Wireless Networks

Letaief, K. B., Chen, W., Shi, Y., Zhang, J., & Zhang, Y.-J. A. (2019) · IEEE Communications Magazine

Advanced Wireless Communication TechnologiesSoftware-Defined Networks and 5G

Cited by 2,207

Federated Learning via Over-the-Air Computation

Yang, K., Jiang, T., Shi, Y., & Ding, Z. (2018) · arXiv

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 1,090

Federated Learning via Over-the-Air Computation

Yang, K., Jiang, T., Shi, Y., & Ding, Z. (2020) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 1,084

Edge artificial intelligence for 6g: vision, enabling technologies, and applications

Letaief, K. B., Shi, Y., Lu, J., & Lu, J. (2022) · IEEE Journal on Selected Areas in Communications

IoT and Edge/Fog ComputingAdvanced Wireless Communication Technologies

Cited by 829

Communication-efficient edge ai: algorithms and systems

Shi, Y., Yang, K., Jiang, T., Zhang, J., & Letaief, K. B. (2020) · IEEE Communications Surveys & Tutorials

IoT and Edge/Fog ComputingPrivacy-Preserving Technologies in Data

Cited by 488

Group Sparse Beamforming for Green Cloud-RAN

Shi, Y., Zhang, J., & Letaief, K. B. (2014) · IEEE Transactions on Wireless Communications

Advanced MIMO Systems OptimizationIoT and Edge/Fog Computing

Cited by 468

Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities

Yuan, X., Zhang, Y.-J. A., Shi, Y., Yan, W., & Liu, H. (2021) · IEEE Wireless Communications

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 407

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

Federated Learning via Intelligent Reflecting Surface

Wang, Z., Qiu, J., Zhou, Y., Shi, Y., Fu, L., Chen, W., & Letaief, K. B. (2022) · IEEE Transactions on Wireless Communications

Advanced Wireless Communication TechnologiesPrivacy-Preserving Technologies in Data

Cited by 205

Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface

Yang, K., Shi, Y., Zhou, Y., Yang, Z., Fu, L., & Chen, W. (2020) · IEEE Network

Advanced Wireless Communication TechnologiesIoT and Edge/Fog Computing

Cited by 184

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

Wireless-Powered Over-the-Air Computation in Intelligent Reflecting Surface-Aided IoT Networks

Wang, Z., Shi, Y., Zhou, Y., Zhou, H., & Zhang, N. (2021) · IEEE Internet of Things Journal

Advanced Wireless Communication TechnologiesEnergy Harvesting in Wireless Networks

Cited by 131

Large-Scale Convex Optimization for Dense Wireless Cooperative Networks

Shi, Y., Zhang, J., O'Donoghue, B., & Letaief, K. B. (2015) · IEEE Transactions on Signal Processing

Advanced MIMO Systems OptimizationAdvanced Optimization Algorithms Research

Cited by 118

Large-scale convex optimization for ultra-dense cloud-RAN

Shi, Y., Zhang, J., Letaief, K. B., Bai, B., & Chen, W. (2015) · IEEE Wireless Communications

Advanced MIMO Systems OptimizationAdvanced Wireless Network Optimization

Cited by 108

Over-the-Air Computation via Reconfigurable Intelligent Surface

Fang, W., Jiang, Y., Shi, Y., Zhou, Y., Chen, W., & Letaief, K. B. (2021) · IEEE Transactions on Communications

Advanced Wireless Communication TechnologiesIoT and Edge/Fog Computing

Cited by 93

Reconfigurable Intelligent Surface for Green Edge Inference

Hua, S., Zhou, Y., Yang, K., Shi, Y., & Wang, K. (2021) · IEEE Transactions on Green Communications and Networking

Advanced Wireless Communication TechnologiesIoT and Edge/Fog Computing

Cited by 74

Smoothed -Minimization for Green Cloud-RAN With User Admission Control

Shi, Y., Cheng, J., Zhang, J., Bai, B., Chen, W., & Letaief, K. B. (2016) · IEEE Journal on Selected Areas in Communications

Advanced MIMO Systems OptimizationSparse and Compressive Sensing Techniques

Cited by 70

Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference

Yang, K., Shi, Y., Yu, W., & Ding, Z. (2020) · IEEE Internet of Things Journal

IoT and Edge/Fog ComputingAdvanced MIMO Systems Optimization

Cited by 65

Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow

Dong, J., Shi, Y., & Ding, Z. (2020) · IEEE Transactions on Signal Processing

Distributed Sensor Networks and Detection AlgorithmsSparse and Compressive Sensing Techniques

Cited by 65

Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI

Shi, Y., Zhang, J., & Letaief, K. B. (2015) · IEEE Transactions on Signal Processing

Advanced MIMO Systems OptimizationSparse and Compressive Sensing Techniques

Cited by 63

Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty

Shi, Y., Zhang, J., & Letaief, K. B. (2015) · IEEE Transactions on Signal Processing

Cooperative Communication and Network CodingAdvanced MIMO Systems Optimization

Cited by 61

Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff

Jiang, T., Shi, Y., Zhang, J., & Letaief, K. B. (2019) · IEEE Internet of Things Journal

Sparse and Compressive Sensing TechniquesIoT Networks and Protocols

Cited by 60

Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit

Shi, Y., Zhang, J., & Letaief, K. B. (2016) · IEEE Transactions on Wireless Communications

Sparse and Compressive Sensing TechniquesAdvanced MIMO Systems Optimization

Cited by 56

Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks

Shi, Y., Zhang, J., Chen, W., & Letaief, K. B. (2018) · IEEE Communications Magazine

Advanced MIMO Systems OptimizationSparse and Compressive Sensing Techniques

Cited by 44