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Jun Zhang 0004
張軍
Person information

- unicode name: 張軍
- affiliation: Hong Kong Polytechnic University, Department of Electronic and Information Engineering, Hong Kong
- affiliation: Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Hong Kong
- affiliation (PhD 2009): University of Texas at Austin, TX, USA
Other persons with the same name
- Jun Zhang — disambiguation page
- Jun Zhang 0001 — University of Kentucky, Lexington, KY, USA
- Jun Zhang 0002 — Iowa State University, Ames, IO, USA
- Jun Zhang 0003
— Hanyang University, Division of Electrical Engineering, Ansan, Korea (and 4 more)
- Jun Zhang 0005 — Nanyang Technological University, School of Computer Engineering, Singapore
- Jun Zhang 0006
— University of Wisconsin-Milwaukee, Department of Electrical Engineering and Computer Science, WI, USA (and 1 more)
- Jun Zhang 0007
— Beijing Institute of Technology, National Engineering Laboratory for Big Data Application Technologies for Comprehensive Traffic, China (and 1 more)
- Jun Zhang 0008 — Pitney Bowes, Shelton, CT, USA (and 1 more)
- Jun Zhang 0009
— University of Michigan, Department of Psychology, Ann Arbor, MI, USA
- Jun Zhang 0010
— Swinburne University of Technology, School of Software and Electrical Engineering, Hawthorn, Australia (and 2 more)
- Jun Zhang 0011
— Anhui University, Institute of Health Sciences, School of Electronic Engineering and Automation, Hefei, China (and 2 more)
- Jun Zhang 0012 — Northwestern University, College of Information Science and Engineering, Evanston, IL, USA
- Jun Zhang 0013 — Hunan University, Changsha, Hunan, China
- Jun Zhang 0014
— Huazhong University of Science and Technology, Wuhan, China
- Jun Zhang 0015 — Northwestern Polytechnical University, Xian, China
- Jun Zhang 0016
— University of Edinburgh, School of Engineering, UK (and 1 more)
- Jun Zhang 0017
— Hefei University of Technology, School of Computer Science and Information Engineering, China
- Jun Zhang 0018
— Tencent AI Lab, Shenzhen, China (and 3 more)
- Jun Zhang 0019
— TELECOM Paris, France (and 3 more)
- Jun Zhang 0020
— University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China
- Jun Zhang 0021
— University of Science and Technology of China, School of Management, Hefei, China (and 2 more)
- Jun Zhang 0022
— University of Wollongong, Faculty of Engineering and Information Sciences, NSW, Australia
- Jun Zhang 0023
— Nanjing University of Posts and Telecommunications, Jiangsu Key Laboratory of Wireless Communications, China (and 2 more)
- Jun Zhang 0024
— Nanjing University of Science and Technology, School of Science, China
- Jun Zhang 0025
— University of Nevada, Reno, NV, USA (and 1 more)
- Jun Zhang 0026
— Guangdong University of Technology, School of Information Engineering, Guangzhou, China (and 2 more)
- Jun Zhang 0027
— Shenzhen University, Shenzhen-Hong Kong Joint Research Center for Applied Statistical Sciences, College of Mathematics and Statistics, China
- Jun Zhang 0028
— Guangdong University of Technology, School of Information Engineering, Guangzhou, China
- Jun Zhang 0029 — Xiangtan University, Information Engineering College, Hunan, China
- Jun Zhang 0030
— Southeast University, School of Instrument Science and Engineering, Nanjing, China
- Jun Zhang 0031
— Capital Normal University, School of Mathematical Sciences, Beijing, China (and 2 more)
- Jun Zhang 0032 — University of Science and Technology of China, Hefei, China (and 1 more)
- Jun Zhang 0033
— Chinese Academy of Sciences, Institute of Computing Technology, State Key Laboratory of Computer Architecture, Beijing, China
- Jun Zhang 0034
— Chinese Academy of Sciences, Hefei Institutes of Physical Science, High Magnetic Field Laboratory, China (and 1 more)
- Jun Zhang 0035
— Nanjing Audit University, Institute for Social and Economic Research, China (and 1 more)
- Jun Zhang 0036 — Queen Mary University of London, UK
- Jun Zhang 0037 — Capital University of Economics and Business, School of Information, Beijing, China
- Jun Zhang 0038 — Shanghai University, School of Computer Engineering and Science, China (and 1 more)
- Jun Jason Zhang
(aka: Jun Zhang 0040) — Wuhan University, School of Electrical Engineering and Automation, Wuhan, China (and 3 more)
- Jun Zhang 0041
— Heilongjiang Province Land Reclamation Headquarters General Hospital, Department of Rehabilitation, Harbin, China
- Jun Zhang 0042
— Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
- Jun Zhang 0043
— Dalian University of Technology, Mechanical Engineering School, China
- Jun Zhang 0044
— National University of Defense Technology, Science and Technology on Automatic Target Recognition Laboratory, Changsha, China
- Jun Zhang 0045
— Xidian University, School of Artificial Intelligence, MOE Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China
- Jun Zhang 0046
— Fuzhou University, School of Mechanical Engineering and Automation, China (and 1 more)
- Jun Zhang 0047
— Guizhou University of Finance and Economics, Computational Mathematics Research Center, Guiyang, China
- Jun Zhang 0048 — Dalian University of Technology, School of Software, Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, China
- Jun Zhang 0049
— Shenzhen University, Educational Technology Department, China (and 1 more)
- Jun Zhang 0050
— Hebei University of Technology, School of Artificial Intelligence, Hebei Province Key Laboratory of Big Data Calculation, Tianjin, China
- Jun Zhang 0051
— Zhejiang University, College of Electrical Engineering, Hangzhou, China
- Jun Zhang 0052
— Tsinghua University, Department of Computer Science and Technology, China (and 1 more)
- Jun Zhang 0053
— Northwest A&F University, College of Mechanical and Electronic Engineering, Yangling, China (and 1 more)
- Jun Zhang 0054
— Hainan University, School of Economics and Management, Haikou, China
- Jun Zhang 0055
— Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
- Jun Zhang 0056
— Heilongjiang Province Land Reclamation Headquarters General Hospital, Harbin, China
- Jun Zhang 0057
— Nanjing University of Posts and Telecommunications, College of Electronic and Optical Engineering / College of Microelectronics, China
- Jun Zhang 0058
— East China University of Technology, School of Software, Nanchang, China (and 1 more)
- Jun Zhang 0059
— Southwest Jiaotong University, School of Transportation and Logistics, Chengdu, China
- Jun Zhang 0060
— China University of Mining and Technology, School of Information and Control Engineering, Xuzhou, China
- Jun Zhang 0061
— Tongji University, College of Transportation Engineering, Shanghai, China
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2020 – today
- 2023
- [j76]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): 2-18 (2023) - [j75]Jiawei Shao
, Yuyi Mao
, Jun Zhang
:
Task-Oriented Communication for Multidevice Cooperative Edge Inference. IEEE Trans. Wirel. Commun. 22(1): 73-87 (2023) - 2022
- [j74]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): 13664-13678 (2022) - [j73]Jiawei Shao
, Yuyi Mao
, Jun Zhang
:
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach. IEEE J. Sel. Areas Commun. 40(1): 197-211 (2022) - [j72]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): 706-723 (2022) - [j71]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): 2451-2468 (2022) - [j70]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): 9947-9961 (2022) - [c94]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: 1721-1726 - [c93]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Communication-Efficient Federated Distillation with Active Data Sampling. ICC 2022: 201-206 - [c92]Yifei Shen, Jun Zhang, Khaled Ben Letaief:
How Neural Architectures Affect Deep Learning for Communication Networks? ICC 2022: 389-394 - [c91]Mianyang Yao, Long Chen, Jun Zhang, Jiale Huang, Jigang Wu:
Loading Cost-Aware Model Caching and Request Routing for Cooperative Edge Inference. ICC 2022: 2327-2332 - [c90]Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang:
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. ISIT 2022: 2028-2033 - [c89]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: 49-54 - [c88]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: 160-165 - [c87]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: 1898-1903 - [i116]Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang:
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. CoRR abs/2201.10092 (2022) - [i115]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Communication-Efficient Federated Distillation with Active Data Sampling. CoRR abs/2203.06900 (2022) - [i114]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Graph Neural Networks for Wireless Communications: From Theory to Practice. CoRR abs/2203.10800 (2022) - [i113]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 abs/2205.04944 (2022) - [i112]Xinyu Bian, Yuyi Mao, Jun Zhang:
Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission. CoRR abs/2205.05304 (2022) - [i111]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 abs/2205.10620 (2022) - [i110]Zijian Li, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang:
Federated Learning with GAN-based Data Synthesis for Non-IID Clients. CoRR abs/2206.05507 (2022) - [i109]Rongkang Dong, Yuyi Mao, Jun Zhang:
Resource-Constrained Edge AI with Early Exit Prediction. CoRR abs/2206.07269 (2022) - [i108]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 abs/2209.01436 (2022) - [i107]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 abs/2211.07985 (2022) - [i106]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 abs/2211.15079 (2022) - [i105]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 abs/2211.15939 (2022) - 2021
- [j69]Long Chen, Jigang Wu, Jun Zhang
:
Long-term optimization for MEC-enabled HetNets with device-edge-cloud collaboration. Comput. Commun. 166: 66-80 (2021) - [j68]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): 321-335 (2021) - [j67]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): 101-115 (2021) - [j66]Dongzhu Liu
, Guangxu Zhu, Jun Zhang
, Kaibin Huang
:
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning. IEEE Trans. Cogn. Commun. Netw. 7(1): 265-278 (2021) - [j65]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): 406-420 (2021) - [j64]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): 1411-1424 (2021) - [j63]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): 8218-8232 (2021) - [c86]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: 2634-2640 - [c85]Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled B. Letaief, Dongsheng Li
:
How Powerful is Graph Convolution for Recommendation? CIKM 2021: 1619-1629 - [c84]Hengtao He, Hanqing Wang, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO. GLOBECOM 2021: 1-6 - [c83]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation. GLOBECOM 2021: 1-6 - [c82]Xinjie Zhang
, Jiawei Shao
, Yuyi Mao, Jun Zhang:
Communication-Computation Efficient Device-Edge Co-Inference via AutoML. GLOBECOM 2021: 1-6 - [c81]Jiawei Shao
, Haowei Zhang, Yuyi Mao, Jun Zhang:
Branchy-GNN: A Device-Edge Co-Inference Framework for Efficient Point Cloud Processing. ICASSP 2021: 8488-8492 - [c80]Xinyu Bian, Yuyi Mao, Jun Zhang:
Supporting More Active Users for Massive Access via Data-assisted Activity Detection. ICC 2021: 1-6 - [c79]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
AI Empowered Resource Management for Future Wireless Networks. MeditCom 2021: 252-257 - [c78]Xinyu Bian, Yuyi Mao, Jun Zhang:
Joint Activity Detection and Data Decoding in Massive Random Access via a Turbo Receiver. SPAWC 2021: 361-365 - [i104]Jiawei Shao, Yuyi Mao, Jun Zhang:
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach. CoRR abs/2102.04170 (2021) - [i103]Xinyu Bian, Yuyi Mao, Jun Zhang:
Supporting More Active Users for Massive Access via Data-assisted Activity Detection. CoRR abs/2102.08621 (2021) - [i102]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Hierarchical Quantized Federated Learning: Convergence Analysis and System Design. CoRR abs/2103.14272 (2021) - [i101]He Wang, Yifei Shen, Ziyuan Wang, Dongsheng Li, Jun Zhang, Khaled B. Letaief, Jie Lu:
Decentralized Statistical Inference with Unrolled Graph Neural Networks. CoRR abs/2104.01555 (2021) - [i100]Zhefeng Qiao, Xianghao Yu, Jun Zhang, Khaled B. Letaief:
Communication-Efficient Federated Learning with Dual-Side Low-Rank Compression. CoRR abs/2104.12416 (2021) - [i99]Xinyu Bian, Yuyi Mao, Jun Zhang:
Joint Activity Detection and Data Decoding in Massive Random Access via a Turbo Receiver. CoRR abs/2104.12443 (2021) - [i98]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang:
Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data. CoRR abs/2104.12678 (2021) - [i97]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
AI Empowered Resource Management for Future Wireless Networks. CoRR abs/2106.06178 (2021) - [i96]Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J. Reed, Jun Zhang, Dongsheng Li, Kurt Keutzer, Han Zhao:
Invariant Information Bottleneck for Domain Generalization. CoRR abs/2106.06333 (2021) - [i95]Xinyu Bian, Yuyi Mao, Jun Zhang:
Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-free Massive Random Access. CoRR abs/2107.05246 (2021) - [i94]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation. CoRR abs/2108.01529 (2021) - [i93]Hengtao He, Hanqing Wang, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO. CoRR abs/2108.07498 (2021) - [i92]Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled B. Letaief, Dongsheng Li:
How Powerful is Graph Convolution for Recommendation? CoRR abs/2108.07567 (2021) - [i91]Xinjie Zhang, Jiawei Shao, Yuyi Mao, Jun Zhang:
Communication-Computation Efficient Device-Edge Co-Inference via AutoML. CoRR abs/2108.13009 (2021) - [i90]Jiawei Shao, Yuyi Mao, Jun Zhang:
Task-Oriented Communication for Multi-Device Cooperative Edge Inference. CoRR abs/2109.00172 (2021) - [i89]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Learn to Communicate with Neural Calibration: Scalability and Generalization. CoRR abs/2110.00272 (2021) - [i88]Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Cell-Free Massive MIMO for 6G Wireless Communication Networks. CoRR abs/2110.07309 (2021) - [i87]Yifei Shen, Jun Zhang, Khaled B. Letaief:
How Neural Architectures Affect Deep Learning for Communication Networks? CoRR abs/2111.02215 (2021) - [i86]Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach. CoRR abs/2111.14022 (2021) - [i85]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang:
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients. CoRR abs/2112.04737 (2021) - [i84]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang:
Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity. CoRR abs/2112.10313 (2021) - 2020
- [j62]Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang:
Toward an Intelligent Edge: Wireless Communication Meets Machine Learning. IEEE Commun. Mag. 58(1): 19-25 (2020) - [j61]Jiawei Shao
, Jun Zhang
:
Communication-Computation Trade-off in Resource-Constrained Edge Inference. IEEE Commun. Mag. 58(12): 20-26 (2020) - [j60]Yuanming Shi
, Kai Yang
, Tao Jiang
, Jun Zhang
, Khaled B. Letaief
:
Communication-Efficient Edge AI: Algorithms and Systems. IEEE Commun. Surv. Tutorials 22(4): 2167-2191 (2020) - [j59]Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled B. Letaief:
Sparse Optimization for Green Edge AI Inference. J. Commun. Inf. Networks 5(1): 1-15 (2020) - [j58]Jun Zhang, Xianghao Yu
, Khaled B. Letaief:
Hybrid Beamforming for 5G and Beyond Millimeter-Wave Systems: A Holistic View. IEEE Open J. Commun. Soc. 1: 77-91 (2020) - [j57]Jun Zhang
, Khaled Ben Letaief:
Mobile Edge Intelligence and Computing for the Internet of Vehicles. Proc. IEEE 108(2): 246-261 (2020) - [j56]Yinghao Yu
, Wei Wang
, Renfei Huang
, Jun Zhang
, Khaled Ben Letaief:
Achieving Load-Balanced, Redundancy-Free Cluster Caching with Selective Partition. IEEE Trans. Parallel Distributed Syst. 31(2): 439-454 (2020) - [j55]Yifei Shen, Yuanming Shi
, Jun Zhang
, Khaled Ben Letaief:
LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples. IEEE Trans. Wirel. Commun. 19(1): 665-679 (2020) - [j54]Li Wang, Jun Zhang
, Jianbin Chuan, Ruqiu Ma, Aiguo Fei:
Edge Intelligence for Mission Cognitive Wireless Emergency Networks. IEEE Wirel. Commun. 27(4): 103-109 (2020) - [c77]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang
, Shenghui Song, Khaled B. Letaief:
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems. GLOBECOM (Workshops) 2020: 1-6 - [c76]Haitao Zhao, Jun Zhang
, Xiaoqing Li, Qin Wang, Hongbo Zhu:
Deep Learning-based Prediction of Traffic Accident Risk in Vehicular Networks. GLOBECOM (Workshops) 2020: 1-5 - [c75]Jialin Dong, Jun Zhang
, Yuanming Shi:
Bandit Sampling for Faster Activity and Data Detection in Massive Random Access. ICASSP 2020: 8319-8323 - [c74]Lumin Liu, Jun Zhang
, Shenghui Song, Khaled B. Letaief:
Client-Edge-Cloud Hierarchical Federated Learning. ICC 2020: 1-6 - [c73]Dongzhu Liu, Guangxu Zhu, Jun Zhang
, Kaibin Huang:
Exploiting Diversity Via Importance-Aware User Scheduling for Fast Edge Learning. ICC Workshops 2020: 1-6 - [c72]Jiawei Shao
, Jun Zhang
:
BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems. ICC Workshops 2020: 1-6 - [c71]Yifei Shen, Ye Xue, Jun Zhang, Khaled B. Letaief, Vincent Lau:
Complete Dictionary Learning via ℓp-norm Maximization. UAI 2020: 280-289 - [i83]Jialin Dong, Jun Zhang, Yuanming Shi, Jessie Hui Wang:
Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach. CoRR abs/2001.10237 (2020) - [i82]Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled Ben Letaief:
Communication-Efficient Edge AI: Algorithms and Systems. CoRR abs/2002.09668 (2020) - [i81]Yifei Shen, Ye Xue, Jun Zhang, Khaled Ben Letaief, Vincent K. N. Lau:
Complete Dictionary Learning via 𝓁p-norm Maximization. CoRR abs/2002.10043 (2020) - [i80]Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled Ben Letaief:
Sparse Optimization for Green Edge AI Inference. CoRR abs/2002.10080 (2020) - [i79]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. CoRR abs/2004.12301 (2020) - [i78]Jiawei Shao, Jun Zhang:
Communication-Computation Trade-Off in Resource-Constrained Edge Inference. CoRR abs/2006.02166 (2020) - [i77]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief:
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis. CoRR abs/2007.07632 (2020) - [i76]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems. CoRR abs/2008.00769 (2020) - [i75]Xingyu Zhao, Tian Lin, Yu Zhu, Jun Zhang:
Partially-Connected Hybrid Beamforming for Spectral Efficiency Maximization via a Weighted MMSE Equivalence. CoRR abs/2010.04537 (2020) - [i74]Jiawei Shao, Haowei Zhang, Yuyi Mao, Jun Zhang:
Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing. CoRR abs/2011.02422 (2020)
2010 – 2019
- 2019
- [b1]Xianghao Yu
, Chang Li, Jun Zhang
, Khaled Ben Letaief:
Stochastic Geometry Analysis of Multi-Antenna Wireless Networks. Springer 2019, ISBN 978-981-13-5879-1, pp. 1-178 - [j53]Khaled Ben Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang:
The Roadmap to 6G: AI Empowered Wireless Networks. IEEE Commun. Mag. 57(8): 84-90 (2019) - [j52]Tao Jiang
, Yuanming Shi
, Jun Zhang
, Khaled Ben Letaief:
Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff. IEEE Internet Things J. 6(4): 6212-6225 (2019) - [j51]Xianghao Yu, Jun Zhang, Khaled B. Letaief:
Doubling Phase Shifters for Efficient Hybrid Precoder Design in Millimeter-Wave Communication Systems. J. Commun. Inf. Networks 4(2): 51-67 (2019) - [j50]Tian Lin
, Jiaqi Cong
, Yu Zhu
, Jun Zhang
, Khaled Ben Letaief:
Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion. IEEE Trans. Commun. 67(5): 3693-3708 (2019) - [j49]Shiwen He
, Jiaheng Wang
, Jun Zhang
, Yongming Huang
, Yaoxue Zhang
:
Coordinated Fronthaul Data Assignment and Multicast Beamforming for Cache-Enabled Wireless Networks. IEEE Wirel. Commun. Lett. 8(4): 1082-1085 (2019) - [c70]Yifei Shen, Yuanming Shi, Jun Zhang
, Khaled B. Letaief:
A Graph Neural Network Approach for Scalable Wireless Power Control. GLOBECOM Workshops 2019: 1-6 - [c69]Yifei Shen, Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks. ICC 2019: 1-6 - [c68]Xianghao Yu
, Jun Zhang
, Robert Schober, Khaled Ben Letaief:
A Tractable Framework for Coverage Analysis of Cellular-Connected UAV Networks. ICC Workshops 2019: 1-6 - [c67]Yinghao Yu, Wei Wang, Jun Zhang
, Khaled Ben Letaief:
LACS: Load-Aware Cache Sharing with Isolation Guarantee. ICDCS 2019: 207-217 - [c66]Dongzhu Liu, Guangxu Zhu, Jun Zhang
, Kaibin Huang:
Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission. SPAWC 2019: 1-5 - [c65]Hongyu Yang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps. WCNC 2019: 1-6 - [i73]Xianghao Yu, Jun Zhang, Robert Schober, Khaled Ben Letaief:
A Tractable Framework for Coverage Analysis of Cellular-Connected UAV Networks. CoRR abs/1901.11326 (2019) - [i72]Tian Lin, Jiaqi Cong, Yu Zhu, Jun Zhang, Khaled Ben Letaief:
Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion. CoRR abs/1902.08343 (2019) - [i71]Khaled Ben Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang:
The Roadmap to 6G - AI Empowered Wireless Networks. CoRR abs/1904.11686 (2019) - [i70]Hongyu Yang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps. CoRR abs/1905.05926 (2019) - [i69]Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Edge-Assisted Hierarchical Federated Learning with Non-IID Data. CoRR abs/1905.06641 (2019) - [i68]Xianghao Yu
, Jun Zhang, Khaled Ben Letaief:
Doubling Phase Shifters for Efficient Hybrid Precoder Design in Millimeter-Wave Communication Systems. CoRR abs/1905.10624 (2019) - [i67]Jun Zhang, Khaled Ben Letaief:
Mobile Edge Intelligence and Computing for the Internet of Vehicles. CoRR abs/1906.00400 (2019) - [i66]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
A Graph Neural Network Approach for Scalable Wireless Power Control. CoRR abs/1907.08487 (2019) - [i65]Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning. CoRR abs/1910.02214 (2019) - [i64]