Jun Zhang

Most-cited papers

The Roadmap to 6G - AI Empowered Wireless Networks
K. Letaief, Wei Chen, Yuan-Ming Shi, Jun Zhang +1 more
2019arXiv.org1,741 citations
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Towards an Intelligent Edge: Wireless Communication Meets Machine Learning
Guangxu Zhu, Dong-Zhu Liu, Yu-Qing Du, Changsheng You +2 more
2018arXiv.org596 citations
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Mobile Edge Intelligence and Computing for the Internet of Vehicles
Jun Zhang, K. Letaief
2019Proceedings of the IEEE474 citations Open access
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Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
Yifei Shen, Yuan-Ming Shi, Jun Zhang, K. Letaief
2020IEEE Journal on Selected Areas in Communications427 citations Open access
Semantic Scholar
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
Jia-Wei Shao, Yu-Yi Mao, Jun Zhang
2021IEEE Journal on Selected Areas in Communications412 citations Open access
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Graph Neural Networks for Wireless Communications: From Theory to Practice
Yifei Shen, Jun Zhang, Sheng-Hui Song, K. Letaief
2022IEEE Transactions on Wireless Communications286 citations Open access
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Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion
Tian Lin, Jiaqi Cong, Y. Zhu, Jun Zhang +1 more
2019IEEE Transactions on Communications259 citations Open access
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BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems
Jia-Wei Shao, Jun Zhang
20192020 IEEE International Conference on Communications Workshops (ICC Workshops)239 citations Open access
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Task-Oriented Communication for Multidevice Cooperative Edge Inference
Jia-Wei Shao, Yu-Yi Mao, Jun Zhang
2021IEEE Transactions on Wireless Communications236 citations Open access
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Coverage Analysis for Millimeter Wave Networks: The Impact of Directional Antenna Arrays
Xiang-Hao Yu, Jun Zhang, M. Haenggi, K. Letaief
2017IEEE Journal on Selected Areas in Communications225 citations Open access
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Communication-Computation Trade-off in Resource-Constrained Edge Inference
Jia-Wei Shao, Jun Zhang
2020IEEE Communications Magazine169 citations Open access
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Hybrid Beamforming for 5G and Beyond Millimeter-Wave Systems: A Holistic View
Jun Zhang, Xiang-Hao Yu, K. Letaief
2019IEEE Open Journal of the Communications Society167 citations Open access
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Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design
Lumin Liu, Jun Zhang, Sheng-Hui Song, K. Letaief
2021IEEE Transactions on Wireless Communications163 citations Open access
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How Powerful is Graph Convolution for Recommendation?
Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan +3 more
2021International Conference on Information and Knowledge Management149 citations Open access
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Cell-Free Massive MIMO for 6G Wireless Communication Networks
Heng-Tao He, Xiang-Hao Yu, Jun Zhang, Sheng-Hui Song +1 more
2021J. Commun. Inf. Networks120 citations Open access
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LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples
Yifei Shen, Yuan-Ming Shi, Jun Zhang, K. Letaief
2018IEEE Transactions on Wireless Communications114 citations Open access
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Dependency-Aware Computation Offloading for Mobile Edge Computing With Edge-Cloud Cooperation
Long Chen, Ji-Gang Wu, Jun Zhang, Hongning Dai +2 more
2022IEEE Transactions on Cloud Computing104 citations Open access
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A Graph Neural Network Approach for Scalable Wireless Power Control
Yifei Shen, Yuan-Ming Shi, Jun Zhang, K. Letaief
20192019 IEEE Globecom Workshops (GC Wkshps)93 citations Open access
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A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems
Xiang-Hao Yu, Jun Zhang, K. Letaief
2018IEEE Journal on Selected Topics in Signal Processing85 citations Open access
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Edge-Assisted Hierarchical Federated Learning with Non-IID Data
Lumin Liu, Jun Zhang, Sheng-Hui Song, K. Ben Letaief
2019arXiv.org68 citations
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Partially-Connected Hybrid Beamforming for Spectral Efficiency Maximization via a Weighted MMSE Equivalence
Xingyu Zhao, Tian Lin, Yu Zhu, Jun Zhang
2020IEEE Transactions on Wireless Communications57 citations Open access
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Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff
Tao Jiang, Yuan-Ming Shi, Jun Zhang, K. Letaief
2018IEEE Internet of Things Journal54 citations Open access
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Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems
Heng-Tao He, Xiang-Hao Yu, Jun Zhang, Sheng-Hui Song +1 more
2023IEEE Transactions on Wireless Communications53 citations Open access
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Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data
Yu-Chang Sun, Jia-Wei Shao, Yu-Yi Mao, Jessie Hui Wang +1 more
2021IEEE Wireless Communications and Networking Conference52 citations Open access
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Branchy-GNN: A Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
Jia-Wei Shao, Haowei Zhang, Yu-Yi Mao, Jun Zhang
2020IEEE International Conference on Acoustics, Speech, and Signal Processing51 citations Open access
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Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission
Dong-Zhu Liu, Guangxu Zhu, Qun-Song Zeng, Jun Zhang +1 more
2018IEEE Transactions on Wireless Communications47 citations Open access
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Semi-Decentralized Federated Edge Learning With Data and Device Heterogeneity
Yu-Chang Sun, Jia-Wei Shao, Yu-Yi Mao, Jessie Hui Wang +1 more
2021IEEE Transactions on Network and Service Management44 citations Open access
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Joint Fronthaul Multicast Beamforming and User-Centric Clustering in Downlink C-RANs
Bin Hu, Cunqing Hua, Jun Zhang, Cai-Lian Chen +1 more
2017IEEE Transactions on Wireless Communications40 citations
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Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks
Wen-Tao Yu, Yifei Shen, Heng-Tao He, Xiang-Hao Yu +2 more
2022Global Communications Conference37 citations Open access
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Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-Free Massive Random Access
Xinyu Bian, Yu-Yi Mao, Jun Zhang
2021IEEE Internet of Things Journal37 citations Open access
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Connectivity-Aware UAV Path Planning with Aerial Coverage Maps
Hongyu Yang, Jun Zhang, S. H. Song, Khaled B. Lataief
2019IEEE Wireless Communications and Networking Conference37 citations Open access
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Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks
Yuan-Ming Shi, Jun Zhang, Wei Chen, K. Letaief
2017IEEE Communications Magazine37 citations Open access
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Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization
Rui Wang, Jun Zhang, S. H. Song, K. Letaief
2018IEEE Transactions on Wireless Communications35 citations Open access
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Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks
Yifei Shen, Yuan-Ming Shi, Jun Zhang, K. Letaief
2018ICC 2019 - 2019 IEEE International Conference on Communications (ICC)32 citations Open access
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Communication-Efficient Federated Distillation with Active Data Sampling
Lumin Liu, Jun Zhang, Sheng-Hui Song, K. Letaief
2022ICC 2022 - IEEE International Conference on Communications31 citations Open access
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Doubling Phase Shifters for Efficient Hybrid Precoder Design in Millimeter-Wave Communication Systems
Xiang-Hao Yu, Jun Zhang, K. Letaief
2019J. Commun. Inf. Networks29 citations Open access
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Hierarchical Quantized Federated Learning: Convergence Analysis and System Design
Lumin Liu, Jun Zhang, Sheng-Hui Song, K. Letaief
2021arXiv.org28 citations
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Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks
Xi Peng, Yuan-Ming Shi, Jun Zhang, K. Letaief
2017IEEE Transactions on Communications28 citations Open access
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Distributed Expectation Propagation Detection for Cell-Free Massive MIMO
Heng-Tao He, Han-Qing Wang, Xiang-Hao Yu, Jun Zhang +2 more
2021Global Communications Conference26 citations Open access
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Communication-Efficient Federated Learning with Dual-Side Low-Rank Compression
Zhefeng Qiao, Xiang-Hao Yu, Jun Zhang, K. Letaief
2021arXiv.org26 citations
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Hybrid Precoding in Millimeter Wave Systems: How Many Phase Shifters Are Needed?
Xiang-Hao Yu, Jun Zhang, K. Letaief
2017Global Communications Conference25 citations Open access
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A Unified Framework for the Tractable Analysis of Multi-Antenna Wireless Networks
Xiang-Hao Yu, Chang Li, Jun Zhang, M. Haenggi +1 more
2018IEEE Transactions on Wireless Communications23 citations Open access
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SP-Cache: Load-Balanced, Redundancy-Free Cluster Caching with Selective Partition
Ying-Hao Yu, Renfei Huang, Wei Wang, Jun Zhang +1 more
2018International Conference for High Performance Computing, Networking, Storage and Analysis21 citations
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Stochastic Coded Federated Learning with Convergence and Privacy Guarantees
Yu-Chang Sun, Jia-Wei Shao, Song-Ze Li, Yu-Yi Mao +1 more
2022International Symposium on Information Theory20 citations Open access
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Mobility increases the data offloading ratio in D2D caching networks
Rui Wang, Jun Zhang, S. H. Song, K. Letaief
20172017 IEEE International Conference on Communications (ICC)20 citations
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Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission
Dong-Zhu Liu, Guangxu Zhu, Jun Zhang, Kai-Bin Huang
2019International Workshop on Signal Processing Advances in Wireless Communications19 citations
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A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems
Yifan Ma, Yifei Shen, Xiang-Hao Yu, Jun Zhang +2 more
20202020 IEEE Globecom Workshops (GC Wkshps18 citations Open access
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Energy‐Efficient Offloading for Mobile Edge Computing
Changsheng You, Yu-Yi Mao, Jun Zhang, Kai-Bin Huang
2019Wiley 5G Ref18 citations
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Long-term optimization for MEC-enabled HetNets with device-edge-cloud collaboration
Long Chen, Ji-Gang Wu, Jun Zhang
2021Computer Communications17 citations
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Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation
Yifan Ma, Yifei Shen, Xiang-Hao Yu, Jun Zhang +2 more
2021Global Communications Conference16 citations Open access
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