Jun Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 242

Top Venues

CoRR

IEEE Trans. Wirel. Commun.

ICC

GLOBECOM

Publications

Yuchang Sun, Zehong Lin, Yuyi Mao, Shi Jin, Jun Zhang
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Xinyu Bian, Yuyi Mao, Jun Zhang
Grant-Free Massive Random Access With Retransmission: Receiver Optimization and Performance Analysis. IEEE Trans. Commun. 72 (2) (2024)
Xinyu Bian, Yuyi Mao, Jun Zhang
Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access: A Free Probability Theory Approach. CoRR (2024)
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Yuchang Sun, Yuyi Mao, Jun Zhang
MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates. IEEE Trans. Mob. Comput. 23 (7) (2024)
Ruoxiao Cao, Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Yi Gong, Khaled B. Letaief
Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems. WCNC (2024)
Wenqiang Sun, Teng Li, Zehong Lin, Jun Zhang
Spatial-Aware Latent Initialization for Controllable Image Generation. CoRR (2024)
Tailin Zhou, Jun Zhang, Danny H. K. Tsang
FedFA: Federated Learning With Feature Anchors to Align Features and Classifiers for Heterogeneous Data. IEEE Trans. Mob. Comput. 23 (6) (2024)
Xiaolu Wang, Yuchang Sun, Hoi-To Wai, Jun Zhang
Dual-Delayed Asynchronous SGD for Arbitrarily Heterogeneous Data. CoRR (2024)
Hongru Li, Jiawei Shao, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck. CoRR (2024)
Yuhao Liu, Xinyu Bian, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang
Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents. ICASSP (2024)
Songjie Xie, Hengtao He, Hongru Li, Shenghui Song, Jun Zhang, Ying-Jun Angela Zhang, Khaled B. Letaief
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks. MeditCom (2024)
Zifan Liu, Xinran Li, Shibo Chen, Gen Li, Jiashuo Jiang, Jun Zhang
Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control. CoRR (2024)
Tianqu Kang, Lumin Liu, Hengtao He, Jun Zhang, S. H. Song, Khaled B. Letaief
The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective. CoRR (2024)
Wei Guo, Meng He, Chuan Huang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization. MeditCom (2024)
Yuhao Liu, Xinyu Bian, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang
Decentralizing Coherent Joint Transmission Precoding via Deterministic Equivalents. CoRR (2024)
Jiawei Shao, Jingwen Tong, Qiong Wu, Wei Guo, Zijian Li, Zehong Lin, Jun Zhang
WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence. CoRR (2024)
Wei Guo, Meng He, Chuan Huang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
Model-Driven Deep Learning for Distributed Detection with Binary Quantization. CoRR (2024)
Xinyu Bian, Yuhao Liu, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang
Decentralizing Coherent Joint Transmission Precoding via Fast ADMM with Deterministic Equivalents. CoRR (2024)
Peiwen Jiang, Chao-Kai Wen, Xinping Yi, Xiao Li, Shi Jin, Jun Zhang
Semantic Communications Using Foundation Models: Design Approaches and Open Issues. IEEE Wirel. Commun. 31 (3) (2024)
Yao Zhang, Zhiwen Yu, Jun Zhang, Liang Wang, Tom H. Luan, Bin Guo, Chau Yuen
Learning Decentralized Traffic Signal Controllers With Multi-Agent Graph Reinforcement Learning. IEEE Trans. Mob. Comput. 23 (6) (2024)
Chenghao Rong, Jessie Hui Wang, Jilong Wang, Yipeng Zhou, Jun Zhang
Live Migration of Video Analytics Applications in Edge Computing. IEEE Trans. Mob. Comput. 23 (3) (2024)
Yuchang Sun, Jiawei Shao, Yuyi Mao, Songze Li, Jun Zhang
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Jiawei Shao, Xinjie Zhang, Jun Zhang
Task-Oriented Communication for Edge Video Analytics. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Tianqu Kang, Lumin Liu, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief
The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective. MeditCom (2024)
Xinran Li, Jun Zhang
Context-aware Communication for Multi-agent Reinforcement Learning. AAMAS (2024)
Jiawei Shao, Yuyi Mao, Jun Zhang
Task-Oriented Communication for Multidevice Cooperative Edge Inference. IEEE Trans. Wirel. Commun. 22 (1) (2023)
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Binary Federated Learning with Client-Level Differential Privacy. GLOBECOM (2023)
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Xinyu Bian, Yuyi Mao, Jun Zhang
Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-Free Massive Random Access. IEEE Internet Things J. 10 (16) (2023)
Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief
Graph Neural Networks for Wireless Communications: From Theory to Practice. IEEE Trans. Wirel. Commun. 22 (5) (2023)
Xinyu Bian, Yuyi Mao, Jun Zhang
Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access. GLOBECOM (2023)
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief
Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments. CoRR (2023)
Yuyi Mao, Xianghao Yu, Kaibin Huang, Ying-Jun Angela Zhang, Jun Zhang
Green Edge AI: A Contemporary Survey. CoRR (2023)
Xiaowen Gong, Kaibin Huang, Mingzhe Chen, Carlo Fischione, Jun Zhang, Wan Choi
Guest Editorial Special Section on Distributed Edge Learning in Wireless Networks. IEEE Open J. Commun. Soc. 4 (2023)
Yuchang Sun, Zehong Lin, Yuyi Mao, Shi Jin, Jun Zhang
Probabilistic Device Scheduling for Over-the-Air Federated Learning. ICCT (2023)
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems. CoRR (2023)
Jiawei Shao, Zijian Li, Wenqiang Sun, Tailin Zhou, Yuchang Sun, Lumin Liu, Zehong Lin, Jun Zhang
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency. CoRR (2023)
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design. IEEE Trans. Wirel. Commun. 22 (1) (2023)
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation. ICC (2023)
Meiying Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
Resource Allocation for OTFS-Based ISAC Systems. MeditCom (2023)
Xuefeng Wang, Xinran Li, Jiawei Shao, Jun Zhang
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning. AAMAS (2023)
Shenyuan Gao, Chunluan Zhou, Jun Zhang
Generalized Relation Modeling for Transformer Tracking. CVPR (2023)
Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief
Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework. GLOBECOM (2023)
Xinyu Bian, Yuyi Mao, Jun Zhang
Grant-free Massive Random Access with Retransmission: Receiver Optimization and Performance Analysis. CoRR (2023)
Yifei Shen, Jiawei Shao, Xinjie Zhang, Zehong Lin, Hao Pan, Dongsheng Li, Jun Zhang, Khaled B. Letaief
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence. CoRR (2023)
Xuefeng Wang, Xinran Li, Jiawei Shao, Jun Zhang
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning. CoRR (2023)
Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation. IEEE J. Sel. Top. Signal Process. 17 (4) (2023)
Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief
Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework. CoRR (2023)
Tailin Zhou, Jun Zhang, Danny H. K. Tsang
Mode Connectivity in Federated Learning with Data Heterogeneity. ACSSC (2023)
Wentao Yu, Yifan Ma, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
AI-Native Transceiver Design for Near-Field Ultra-Massive MIMO: Principles and Techniques. CoRR (2023)
Hengtao He, Alva Kosasih, Xianghao Yu, Jun Zhang, Shenghui Song, Wibowo Hardjawana, Khaled B. Letaief
GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection. WCNC (2023)
Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief
Binary Federated Learning with Client-Level Differential Privacy. CoRR (2023)
Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang
Semi-Decentralized Federated Edge Learning With Data and Device Heterogeneity. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Zijian Li, Zehong Lin, Jiawei Shao, Yuyi Mao, Jun Zhang
FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features. CoRR (2023)
Xinyu Bian, Yuyi Mao, Jun Zhang
Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access. CoRR (2023)
Long Chen, Jigang Wu, Jun Zhang, Hong-Ning Dai, Xin Long, Mianyang Yao
Dependency-Aware Computation Offloading for Mobile Edge Computing With Edge-Cloud Cooperation. IEEE Trans. Cloud Comput. 10 (4) (2022)
Yifei Shen, Jun Zhang, Khaled Ben Letaief
How Neural Architectures Affect Deep Learning for Communication Networks? ICC (2022)
Zhefeng Qiao, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Content-Aware Client Selection for Federated Learning in Wireless Networks. MeditCom (2022)
Zijian Li, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang
Federated Learning with GAN-based Data Synthesis for Non-IID Clients. CoRR (2022)
Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. ISIT (2022)
Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Jun Zhang, Khaled B. Letaief
Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks. CoRR (2022)
Ruoxiao Cao, Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Yi Gong, Khaled B. Letaief
Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks. MeditCom (2022)
Xinyu Bian, Yuyi Mao, Jun Zhang
Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission. CoRR (2022)
Yifan Ma, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback. CoRR (2022)
Yifan Ma, Xianghao Yu, Jun Zhang, S. H. Song, Khaled B. Letaief
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback. GLOBECOM (2022)
Jialin Dong, Jun Zhang, Yuanming Shi, Jessie Hui Wang
Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach. IEEE Internet Things J. 9 (15) (2022)
Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation. CoRR (2022)
Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief
Graph Neural Networks for Wireless Communications: From Theory to Practice. CoRR (2022)
Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang
Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data. WCNC (2022)
Jiawei Shao, Yuyi Mao, Jun Zhang
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach. IEEE J. Sel. Areas Commun. 40 (1) (2022)
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Communication-Efficient Federated Distillation with Active Data Sampling. ICC (2022)
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Communication-Efficient Federated Distillation with Active Data Sampling. CoRR (2022)
Yinghao Yu, Chengliang Zhang, Wei Wang, Jun Zhang, Khaled Ben Letaief
Towards Dependency-Aware Cache Management for Data Analytics Applications. IEEE Trans. Cloud Comput. 10 (1) (2022)
Rongkang Dong, Yuyi Mao, Jun Zhang
Resource-Constrained Edge AI with Early Exit Prediction. CoRR (2022)
Zijian Li, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang
Federated Learning with GAN-Based Data Synthesis for Non-IID Clients. FL@IJCAI (2022)
Rongkang Dong, Yuyi Mao, Jun Zhang
Resource-Constrained Edge AI with Early Exit Prediction. J. Commun. Inf. Networks 7 (2) (2022)
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation. CoRR (2022)
Hengtao He, Alva Kosasihy, Xianghao Yu, Jun Zhang, Shenghui Song, Wibowo Hardjawanay, Khaled B. Letaief
Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection. CoRR (2022)
Yifan Ma, Wentao Yu, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning. CoRR (2022)
Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Learn to Communicate With Neural Calibration: Scalability and Generalization. IEEE Trans. Wirel. Commun. 21 (11) (2022)
Jiawei Shao, Yuchang Sun, Songze Li, Jun Zhang
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing. NeurIPS (2022)
Mianyang Yao, Long Chen, Jun Zhang, Jiale Huang, Jigang Wu
Loading Cost-Aware Model Caching and Request Routing for Cooperative Edge Inference. ICC (2022)
Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients. CoRR (2021)
Long Chen, Jigang Wu, Jun Zhang
Long-term optimization for MEC-enabled HetNets with device-edge-cloud collaboration. Comput. Commun. 166 (2021)
Dongzhu Liu, Guangxu Zhu, Qunsong Zeng, Jun Zhang, Kaibin Huang
Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission. IEEE Trans. Wirel. Commun. 20 (1) (2021)
Xinyu Bian, Yuyi Mao, Jun Zhang
Joint Activity Detection and Data Decoding in Massive Random Access via a Turbo Receiver. SPAWC (2021)
Jiawei Shao, Yuyi Mao, Jun Zhang
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach. CoRR (2021)
Jiawei Shao, Haowei Zhang, Yuyi Mao, Jun Zhang
Branchy-GNN: A Device-Edge Co-Inference Framework for Efficient Point Cloud Processing. ICASSP (2021)
Ye Xue, Yifei Shen, Vincent K. N. Lau, Jun Zhang, Khaled B. Letaief
Blind Data Detection in Massive MIMO via ℓ₃-Norm Maximization Over the Stiefel Manifold. IEEE Trans. Wirel. Commun. 20 (2) (2021)
He Wang, Yifei Shen, Ziyuan Wang, Dongsheng Li, Jun Zhang, Khaled B. Letaief, Jie Lu
Decentralized Statistical Inference with Unrolled Graph Neural Networks. CDC (2021)
Xinyu Bian, Yuyi Mao, Jun Zhang
Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-free Massive Random Access. CoRR (2021)
Xinjie Zhang, Jiawei Shao, Yuyi Mao, Jun Zhang
Communication-Computation Efficient Device-Edge Co-Inference via AutoML. CoRR (2021)
Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief
AI Empowered Resource Management for Future Wireless Networks. MeditCom (2021)
Xingyu Zhao, Tian Lin, Yu Zhu, Jun Zhang
Partially-Connected Hybrid Beamforming for Spectral Efficiency Maximization via a Weighted MMSE Equivalence. IEEE Trans. Wirel. Commun. 20 (12) (2021)
Xinyu Bian, Yuyi Mao, Jun Zhang
Supporting More Active Users for Massive Access via Data-assisted Activity Detection. ICC (2021)
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
Cell-Free Massive MIMO for 6G Wireless Communication Networks. J. Commun. Inf. Networks 6 (4) (2021)
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis. IEEE J. Sel. Areas Commun. 39 (1) (2021)
Xinyu Bian, Yuyi Mao, Jun Zhang
Supporting More Active Users for Massive Access via Data-assisted Activity Detection. CoRR (2021)
Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang
Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data. CoRR (2021)

Jun Zhang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jun Zhang