Zhang, Jun

A Survey on Mobile Edge Computing: The Communication Perspective

Mao, Y., You, C., Zhang, J., Huang, K., & Letaief, K. B. (2017) · IEEE Communications Surveys & Tutorials

IoT and Edge/Fog ComputingCaching and Content Delivery

Cited by 5,607

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

Dynamic computation offloading for mobile-edge computing with energy harvesting devices

Mao, Y., Zhang, J., & Letaief, K. B. (2016) · IEEE Journal on Selected Areas in Communications

IoT and Edge/Fog ComputingEnergy Efficiency in Computing

Cited by 1,705

Client-Edge-Cloud Hierarchical Federated Learning

Liu, L., Zhang, J., Song, S. H., & Letaief, K. B. (2020) · ICC 2020 - 2020 IEEE International Conference on Communications (ICC)

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 1,033

Mobile Edge Intelligence and Computing for the Internet of Vehicles

Zhang, J., & Letaief, K. B. (2020) · Proceedings of the IEEE

IoT and Edge/Fog ComputingVehicular Ad Hoc Networks (VANETs)

Cited by 537

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

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

Task-Oriented Communication for Multidevice Cooperative Edge Inference

Shao, J., Mao, Y., & Zhang, J. (2023) · IEEE Transactions on Wireless Communications

IoT and Edge/Fog ComputingDistributed Sensor Networks and Detection Algorithms

Cited by 209

BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems

Shao, J., & Zhang, J. (2020) · 2020 IEEE International Conference on Communications Workshops (ICC Workshops)

IoT and Edge/Fog ComputingAdvanced Neural Network Applications

Cited by 200

Communication-Computation Trade-off in Resource-Constrained Edge Inference

Shao, J., & Zhang, J. (2020) · IEEE Communications Magazine

IoT and Edge/Fog ComputingAdvanced Neural Network Applications

Cited by 162

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

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

Compressed CSI Acquisition in FDD Massive MIMO: How Much Training is Needed?

Shen, J.-C., Zhang, J., Alsusa, E., & Letaief, K. B. (2016) · IEEE Transactions on Wireless Communications

Advanced MIMO Systems OptimizationSparse and Compressive Sensing Techniques

Cited by 99

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

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

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

Low-overhead Communications in IoT Networks: Structured Signal Processing Approaches

Shi, Y., Dong, J., & Zhang, J. (2020) · Springer eBooks

IoT Networks and ProtocolsSparse and Compressive Sensing Techniques

Cited by 11