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Jun Zhang 0004
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
- Jun Zhang 0062
— Huazhong University of Science and Technology, School of Artificial Intelligence and Automation, Wuhan, China
- Jun Zhang 0063 — Google Inc., China (and 1 more)
- Jun Zhang 0064 — Old Dominion University, Department of Engineering Management and Systems Engineering, Norfolk, Virginia, USA
- Jun Zhang 0065
— Yunnan Normal University, School of Physics and Electronic Information, Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China
- Jun Zhang 0066 — AI Lab, ByteDance Inc., Speech & Audio Team, Beijing, China (and 1 more)
- Jun Zhang 0067
— National University of Defense Technology, Laboratory for big data and decision, Department of Information System and Management, Changsha, China
- Jun Zhang 0068
— University of Science and Technology of China, State Key Laboratory of Fire Science, Hefei, China (and 1 more)
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2020 – today
- 2024
- [j97]Xinyu Bian, Yuyi Mao
, Jun Zhang
:
Grant-Free Massive Random Access With Retransmission: Receiver Optimization and Performance Analysis. IEEE Trans. Commun. 72(2): 786-800 (2024) - [j96]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): 2078-2092 (2024) - [j95]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): 6731-6742 (2024) - [j94]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): 7180-7195 (2024) - [j93]Yuchang Sun
, Yuyi Mao
, Jun Zhang
:
MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates. IEEE Trans. Mob. Comput. 23(7): 7572-7584 (2024) - [j92]Jiawei Shao
, Xinjie Zhang, Jun Zhang
:
Task-Oriented Communication for Edge Video Analytics. IEEE Trans. Wirel. Commun. 23(5): 4141-4154 (2024) - [j91]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): 4709-4723 (2024) - [j90]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): 6623-6638 (2024) - [j89]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): 6905-6920 (2024) - [j88]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): 76-84 (2024) - [c118]Xinran Li, Jun Zhang:
Context-aware Communication for Multi-agent Reinforcement Learning. AAMAS 2024: 1156-1164 - [c117]Yuhao Liu, Xinyu Bian, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang:
Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents. ICASSP 2024: 8936-8940 - [c116]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: 102-107 - [c115]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: 191-196 - [c114]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: 233-238 - [c113]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: 1-6 - [i157]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. CoRR abs/2401.11155 (2024) - [i156]Yuchang Sun, Marios Kountouris, Jun Zhang:
How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning. CoRR abs/2401.13236 (2024) - [i155]Wenqiang Sun, Teng Li, Zehong Lin, Jun Zhang:
Spatial-Aware Latent Initialization for Controllable Image Generation. CoRR abs/2401.16157 (2024) - [i154]Tailin Zhou, Jiadong Yu, Jun Zhang, Danny H. K. Tsang:
Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System. CoRR abs/2402.09729 (2024) - [i153]Xiaolu Wang, Zijian Li, Shi Jin, Jun Zhang:
Achieving Linear Speedup in Asynchronous Federated Learning with Heterogeneous Clients. CoRR abs/2402.11198 (2024) - [i152]Xinyu Bian, Yuyi Mao, Jun Zhang:
Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access: A Free Probability Theory Approach. CoRR abs/2402.17996 (2024) - [i151]Yuhao Liu, Xinyu Bian, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang:
Decentralizing Coherent Joint Transmission Precoding via Deterministic Equivalents. CoRR abs/2403.09958 (2024) - [i150]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 abs/2403.19127 (2024) - [i149]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 abs/2404.00309 (2024) - [i148]Hongru Li, Jiawei Shao, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck. CoRR abs/2405.09514 (2024) - [i147]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 abs/2405.10096 (2024) - [i146]Xiaolu Wang, Yuchang Sun, Hoi-To Wai, Jun Zhang:
Dual-Delayed Asynchronous SGD for Arbitrarily Heterogeneous Data. CoRR abs/2405.16966 (2024) - [i145]Jiawei Shao, Jingwen Tong, Qiong Wu, Wei Guo, Zijian Li, Zehong Lin, Jun Zhang:
WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence. CoRR abs/2405.17053 (2024) - [i144]Zijian Li, Qingyan Guo, Jiawei Shao, Lei Song, Jiang Bian, Jun Zhang, Rui Wang:
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs. CoRR abs/2406.06572 (2024) - [i143]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 abs/2406.18351 (2024) - 2023
- [j87]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): 2088-2132 (2023) - [j86]Jun Li
, Wei Song, Yongbin Gao, Huixing Wang, Yier Yan, Bo Huang, Jun Zhang, Wei Wang:
Monocular 3-D Object Detection Based on Depth-Guided Local Convolution for Smart Payment in D2D Systems. IEEE Internet Things J. 10(3): 2245-2254 (2023) - [j85]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): 14042-14057 (2023) - [j84]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): 761-776 (2023) - [j83]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: 2729-2732 (2023) - [j82]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): 1487-1501 (2023) - [j81]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) - [j80]Jiawei Shao
, Yuyi Mao
, Jun Zhang
:
Task-Oriented Communication for Multidevice Cooperative Edge Inference. IEEE Trans. Wirel. Commun. 22(1): 73-87 (2023) - [j79]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): 3554-3569 (2023) - [c112]Tailin Zhou, Jun Zhang, Danny H. K. Tsang:
Mode Connectivity in Federated Learning with Data Heterogeneity. ACSSC 2023: 1600-1604 - [c111]Xuefeng Wang, Xinran Li, Jiawei Shao, Jun Zhang:
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning. AAMAS 2023: 427-435 - [c110]Shenyuan Gao, Chunluan Zhou, Jun Zhang:
Generalized Relation Modeling for Transformer Tracking. CVPR 2023: 18686-18695 - [c109]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: 3136-3141 - [c108]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Binary Federated Learning with Client-Level Differential Privacy. GLOBECOM 2023: 3849-3854 - [c107]Xinyu Bian, Yuyi Mao, Jun Zhang:
Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access. GLOBECOM 2023: 4939-4944 - [c106]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: 2613-2618 - [c105]Yuchang Sun, Zehong Lin, Yuyi Mao, Shi Jin, Jun Zhang:
Probabilistic Device Scheduling for Over-the-Air Federated Learning. ICCT 2023: 746-751 - [c104]Xinjie Zhang, Jiawei Shao
, Jun Zhang:
Low-complexity Deep Video Compression with A Distributed Coding Architecture. ICME 2023: 2537-2542 - [c103]Meiying Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Resource Allocation for OTFS-Based ISAC Systems. MeditCom 2023: 282-287 - [c102]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: 1-6 - [i142]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. CoRR abs/2301.03377 (2023) - [i141]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 abs/2302.06896 (2023) - [i140]Xuefeng Wang, Xinran Li, Jiawei Shao, Jun Zhang:
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning. CoRR abs/2302.12515 (2023) - [i139]Shenyuan Gao
, Chunluan Zhou, Jun Zhang:
Generalized Relation Modeling for Transformer Tracking. CoRR abs/2303.16580 (2023) - [i138]Xinyu Bian, Yuyi Mao, Jun Zhang:
Grant-free Massive Random Access with Retransmission: Receiver Optimization and Performance Analysis. CoRR abs/2304.05648 (2023) - [i137]Wenqiang Sun, Sen Li, Yuchang Sun, Jun Zhang:
DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning. CoRR abs/2305.01267 (2023) - [i136]Tailin Zhou, Zehong Lin, Jun Zhang, Danny H. K. Tsang:
Understanding Model Averaging in Federated Learning on Heterogeneous Data. CoRR abs/2305.07845 (2023) - [i135]Xinyu Bian, Yuyi Mao, Jun Zhang:
Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access. CoRR abs/2305.12372 (2023) - [i134]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 abs/2305.12423 (2023) - [i133]Yuchang Sun, Zehong Lin, Yuyi Mao, Shi Jin, Jun Zhang:
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning. CoRR abs/2305.16854 (2023) - [i132]Yuchang Sun, Yuyi Mao, Jun Zhang:
MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates. CoRR abs/2306.12212 (2023) - [i131]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 abs/2307.02779 (2023) - [i130]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 abs/2307.10655 (2023) - [i129]Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Binary Federated Learning with Client-Level Differential Privacy. CoRR abs/2308.03320 (2023) - [i128]Zijian Li, Yuchang Sun, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang:
Feature Matching Data Synthesis for Non-IID Federated Learning. CoRR abs/2308.04761 (2023) - [i127]Zijian Li, Zehong Lin, Jiawei Shao, Yuyi Mao, Jun Zhang:
FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features. CoRR abs/2308.15786 (2023) - [i126]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 abs/2309.09575 (2023) - [i125]Tailin Zhou, Jun Zhang, Danny H. K. Tsang:
Mode Connectivity and Data Heterogeneity of Federated Learning. CoRR abs/2309.16923 (2023) - [i124]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. CoRR abs/2311.03756 (2023) - [i123]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 abs/2311.07908 (2023) - [i122]Yuyi Mao, Xianghao Yu, Kaibin Huang, Ying-Jun Angela Zhang, Jun Zhang:
Green Edge AI: A Contemporary Survey. CoRR abs/2312.00333 (2023) - [i121]Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch
, Khaled B. Letaief:
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO. CoRR abs/2312.10438 (2023) - [i120]Ruoxiao Cao, Hengtao He, Xianghao Yu, Shenghui Song, Kaibin Huang, Jun Zhang, Yi Gong, Khaled B. Letaief:
Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO. CoRR abs/2312.13683 (2023) - 2022
- [j78]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) - [j77]Rongkang Dong, Yuyi Mao, Jun Zhang:
Resource-Constrained Edge AI with Early Exit Prediction. J. Commun. Inf. Networks 7(2): 122-134 (2022) - [j76]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) - [j75]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) - [j74]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) - [j73]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) - [c101]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. GLOBECOM 2022: 1721-1726 - [c100]Xinyu Bian
, Yuyi Mao, Jun Zhang:
Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission. GLOBECOM 2022: 4752-4757 - [c99]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. GLOBECOM 2022: 5384-5389 - [c98]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Communication-Efficient Federated Distillation with Active Data Sampling. ICC 2022: 201-206 - [c97]Yifei Shen, Jun Zhang, Khaled Ben Letaief:
How Neural Architectures Affect Deep Learning for Communication Networks? ICC 2022: 389-394 - [c96]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 - [c95]Yuchang Sun, Jiawei Shao, Yuyi Mao, Jun Zhang:
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients. ICC 2022: 5196-5201 - [c94]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: 17-32 - [c93]Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang:
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. ISIT 2022: 2028-2033 - [c92]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 - [c91]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 - [c90]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 - [c89]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 - [i119]Yuchang Sun, Jiawei Shao, Songze Li, Yuyi Mao, Jun Zhang:
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees. CoRR abs/2201.10092 (2022) - [i118]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Communication-Efficient Federated Distillation with Active Data Sampling. CoRR abs/2203.06900 (2022) - [i117]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Graph Neural Networks for Wireless Communications: From Theory to Practice. CoRR abs/2203.10800 (2022) - [i116]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) - [i115]Xinyu Bian, Yuyi Mao, Jun Zhang:
Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission. CoRR abs/2205.05304 (2022) - [i114]Hengtao He, Alva Kosasih, Xianghao Yu, Jun Zhang, Shenghui Song, Wibowo Hardjawana
, Khaled B. Letaief:
Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection. CoRR abs/2205.10620 (2022) - [i113]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) - [i112]Rongkang Dong, Yuyi Mao, Jun Zhang:
Resource-Constrained Edge AI with Early Exit Prediction. CoRR abs/2206.07269 (2022) - [i111]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) - [i110]Jiawei Shao, Yuchang Sun, Songze Li, Jun Zhang:
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing. CoRR abs/2210.02680 (2022) - [i109]Yuchang Sun, Jiawei Shao, Yuyi Mao, Songze Li, Jun Zhang:
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design. CoRR abs/2211.04132 (2022) - [i108]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) - [i107]Tailin Zhou, Jun Zhang, Danny H. K. Tsang:
FedFA: Federated Learning with Feature Anchors to Align Feature and Classifier for Heterogeneous Data. CoRR abs/2211.09299 (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
- [j72]Long Chen, Jigang Wu, Jun Zhang
:
Long-term optimization for MEC-enabled HetNets with device-edge-cloud collaboration. Comput. Commun. 166: 66-80 (2021) - [j71]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) - [j70]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) - [j69]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) - [j68]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) - [j67]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) - [j66]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) - [c88]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 - [c87]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 - [c86]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 - [c85]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 - [c84]Xinjie Zhang
, Jiawei Shao
, Yuyi Mao, Jun Zhang:
Communication-Computation Efficient Device-Edge Co-Inference via AutoML. GLOBECOM 2021: 1-6 - [c83]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 - [c82]Xinyu Bian
, Yuyi Mao, Jun Zhang:
Supporting More Active Users for Massive Access via Data-assisted Activity Detection. ICC 2021: 1-6 - [c81]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
AI Empowered Resource Management for Future Wireless Networks. MeditCom 2021: 252-257 - [c80]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
- [j65]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) - [j64]Jiawei Shao
, Jun Zhang
:
Communication-Computation Trade-off in Resource-Constrained Edge Inference. IEEE Commun. Mag. 58(12): 20-26 (2020) - [j63]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) - [j62]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) - [j61]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) - [j60]Jun Zhang
, Khaled Ben Letaief:
Mobile Edge Intelligence and Computing for the Internet of Vehicles. Proc. IEEE 108(2): 246-261 (2020) - [j59]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) - [j58]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) - [j57]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) - [c79]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 - [c78]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 - [c77]Jialin Dong, Jun Zhang
, Yuanming Shi:
Bandit Sampling for Faster Activity and Data Detection in Massive Random Access. ICASSP 2020: 8319-8323 - [c76]Lumin Liu, Jun Zhang
, Shenghui Song, Khaled B. Letaief:
Client-Edge-Cloud Hierarchical Federated Learning. ICC 2020: 1-6 - [c75]Dongzhu Liu, Guangxu Zhu, Jun Zhang
, Kaibin Huang:
Exploiting Diversity Via Importance-Aware User Scheduling for Fast Edge Learning. ICC Workshops 2020: 1-6 - [c74]Jiawei Shao
, Jun Zhang
:
BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems. ICC Workshops 2020: 1-6 - [c73]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 - [j56]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) - [j55]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) - [j54]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) - [j53]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) - [j52]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) - [c72]Yifei Shen, Yuanming Shi, Jun Zhang
, Khaled B. Letaief:
A Graph Neural Network Approach for Scalable Wireless Power Control. GLOBECOM Workshops 2019: 1-6 - [c71]Yifei Shen, Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks. ICC 2019: 1-6 - [c70]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 - [c69]Yinghao Yu, Wei Wang, Jun Zhang
, Khaled Ben Letaief:
LACS: Load-Aware Cache Sharing with Isolation Guarantee. ICDCS 2019: 207-217 - [c68]Dongzhu Liu, Guangxu Zhu, Jun Zhang
, Kaibin Huang:
Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission. SPAWC 2019: 1-5 - [c67]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]Jiawei Shao, Jun Zhang:
BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems. CoRR abs/1910.14315 (2019) - [i63]Jun Zhang, Xianghao Yu, Khaled Ben Letaief:
Hybrid Beamforming for 5G and Beyond Millimeter-Wave Systems: A Holistic View. CoRR abs/1911.02853 (2019) - 2018
- [j51]Guanding Yu, Jun Zhang, Victor C. M. Leung, Marios Kountouris, Chonggang Wang:
IEEE Access Special Section Editorial: Mobile Edge Computing for Wireless Networks. IEEE Access 6: 11439-11442 (2018) - [j50]Yuanming Shi, Jun Zhang
, Wei Chen, Khaled Ben Letaief:
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks. IEEE Commun. Mag. 56(6): 42-48 (2018) - [j49]Xianghao Yu
, Jun Zhang
, Khaled Ben Letaief:
A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems. IEEE J. Sel. Top. Signal Process. 12(2): 282-297 (2018) - [j48]Yuanming Shi, Jun Zhang
, Wei Chen
, Khaled Ben Letaief:
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach. IEEE Trans. Wirel. Commun. 17(4): 2511-2524 (2018) - [j47]Xuan Liu, Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Massive CSI Acquisition for Dense Cloud-RANs With Spatial-Temporal Dynamics. IEEE Trans. Wirel. Commun. 17(4): 2557-2570 (2018) - [j46]Rui Wang
, Jun Zhang
, Shenghui Song, Khaled Ben Letaief:
Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization. IEEE Trans. Wirel. Commun. 17(8): 5592-5605 (2018) - [j45]Xianghao Yu
, Chang Li
, Jun Zhang
, Martin Haenggi
, Khaled Ben Letaief:
A Unified Framework for the Tractable Analysis of Multi-Antenna Wireless Networks. IEEE Trans. Wirel. Commun. 17(12): 7965-7980 (2018) - [c66]Yifei Shen, Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Scalable Network Adaptation for Cloud-Rans: An Imitation Learning Approach. GlobalSIP 2018: 614-618 - [c65]Juan Liu, Bo Bai, Jun Zhang
, Khaled Ben Letaief, Youming Li:
Joint Device Caching and Channel Allocation for D2D-Assisted Wireless Content Delivery. ICC 2018: 1-6 - [c64]Kaibin Huang, Guangxu Zhu, Changsheng You, Jun Zhang
, Yuqing Du, Dongzhu Liu:
Communication, Computing, and Learning on the Edge. ICCS 2018: 268-273 - [c63]Yinghao Yu, Wei Wang
, Jun Zhang
, Qizhen Weng
, Khaled Ben Letaief:
OpuS: Fair and Efficient Cache Sharing for In-Memory Data Analytics. ICDCS 2018: 154-164 - [c62]Congcong Miao, Jilong Wang, Hui Wang, Jun Zhang, Weiwei Zhou, Shengchao Liu
:
A Multi-dimension Measurement Study of a Large Scale Campus WiFi Network. LCN 2018: 351-359 - [c61]Yinghao Yu, Renfei Huang, Wei Wang, Jun Zhang, Khaled Ben Letaief:
SP-cache: load-balanced, redundancy-free cluster caching with selective partition. SC 2018: 1:1-1:13 - [i62]Xianghao Yu, Jun Zhang, Khaled Ben Letaief:
A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems. CoRR abs/1802.10320 (2018) - [i61]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization. CoRR abs/1806.04069 (2018) - [i60]Guangxu Zhu, Dongzhu Liu, Yuqing Du, Changsheng You, Jun Zhang, Kaibin Huang:
Towards an Intelligent Edge: Wireless Communication Meets Machine Learning. CoRR abs/1809.00343 (2018) - [i59]Xianghao Yu, Chang Li, Jun Zhang, Martin Haenggi, Khaled Ben Letaief:
A Unified Framework for the Tractable Analysis of Multi-Antenna Wireless Networks. CoRR abs/1809.08365 (2018) - [i58]Tao Jiang, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff. CoRR abs/1810.00720 (2018) - [i57]Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Wireless Data Acquisition for Edge Learning: Importance Aware Retransmission. CoRR abs/1812.02030 (2018) - [i56]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples. CoRR abs/1812.07998 (2018) - 2017
- [j44]Yuyi Mao
, Changsheng You
, Jun Zhang
, Kaibin Huang, Khaled Ben Letaief:
A Survey on Mobile Edge Computing: The Communication Perspective. IEEE Commun. Surv. Tutorials 19(4): 2322-2358 (2017) - [j43]Xianghao Yu
, Jun Zhang
, Martin Haenggi, Khaled Ben Letaief:
Coverage Analysis for Millimeter Wave Networks: The Impact of Directional Antenna Arrays. IEEE J. Sel. Areas Commun. 35(7): 1498-1512 (2017) - [j42]Juei-Chin Shen, Jun Zhang
, Kwang-Cheng Chen
, Khaled Ben Letaief:
High-Dimensional CSI Acquisition in Massive MIMO: Sparsity-Inspired Approaches. IEEE Syst. J. 11(1): 32-40 (2017) - [j41]Xi Peng, Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks. IEEE Trans. Commun. 65(12): 5589-5603 (2017) - [j40]Rui Wang
, Jun Zhang
, Shenghui Song, Khaled Ben Letaief:
Mobility-Aware Caching in D2D Networks. IEEE Trans. Wirel. Commun. 16(8): 5001-5015 (2017) - [j39]Bin Hu, Cunqing Hua
, Jun Zhang
, Cailian Chen, Xinping Guan:
Joint Fronthaul Multicast Beamforming and User-Centric Clustering in Downlink C-RANs. IEEE Trans. Wirel. Commun. 16(8): 5395-5409 (2017) - [j38]Yuyi Mao
, Jun Zhang
, Shenghui Song, Khaled Ben Letaief:
Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems. IEEE Trans. Wirel. Commun. 16(9): 5994-6009 (2017) - [j37]Juan Liu
, Bo Bai
, Jun Zhang
, Khaled Ben Letaief:
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms. IEEE Trans. Wirel. Commun. 16(11): 7039-7051 (2017) - [c60]Yinghao Yu, Wei Wang, Jun Zhang, Khaled Ben Letaief:
LERC: Coordinated Cache Management for Data-Parallel Systems. GLOBECOM 2017: 1-6 - [c59]Xianghao Yu
, Jun Zhang, Khaled Ben Letaief:
Hybrid Precoding in Millimeter Wave Systems: How Many Phase Shifters Are Needed? GLOBECOM 2017: 1-6 - [c58]Xuan Liu, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Massive CSI acquisition in dense cloud-RAN with spatial and temporal prior information. ICC 2017: 1-6 - [c57]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Mobility increases the data offloading ratio in D2D caching networks. ICC 2017: 1-6 - [c56]Xianghao Yu
, Chang Li, Jun Zhang, Khaled Ben Letaief:
A tractable framework for performance analysis of dense multi-antenna networks. ICC 2017: 1-6 - [c55]Yinghao Yu, Wei Wang
, Jun Zhang
, Khaled Ben Letaief:
LRC: Dependency-aware cache management for data analytics clusters. INFOCOM 2017: 1-9 - [c54]Xinyi Zhang, Yuyi Mao
, Jun Zhang, Khaled Ben Letaief:
Multi-objective resource allocation for mobile edge computing systems. PIMRC 2017: 1-5 - [c53]Rui Wang, Jun Zhang, Khaled Ben Letaief:
Incentive mechanism design for cache-assisted D2D communications: A mobility-aware approach. SPAWC 2017: 1-5 - [c52]Xianghao Yu
, Jun Zhang, Khaled Ben Letaief:
Partially-connected hybrid precoding in mm-wave systems with dynamic phase shifter networks. SPAWC 2017: 1-5 - [c51]Yuyi Mao
, Jun Zhang, Khaled Ben Letaief:
Joint Task Offloading Scheduling and Transmit Power Allocation for Mobile-Edge Computing Systems. WCNC 2017: 1-6 - [i55]Yuyi Mao, Changsheng You, Jun Zhang, Kaibin Huang, Khaled Ben Letaief:
Mobile Edge Computing: Survey and Research Outlook. CoRR abs/1701.01090 (2017) - [i54]Xianghao Yu, Jun Zhang, Khaled Ben Letaief:
Alternating Minimization for Hybrid Precoding in Multiuser OFDM mmWave Systems. CoRR abs/1701.01567 (2017) - [i53]Yuyi Mao, Jun Zhang, Khaled Ben Letaief:
Joint Task Offloading Scheduling and Transmit Power Allocation for Mobile-Edge Computing Systems. CoRR abs/1701.05055 (2017) - [i52]Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems. CoRR abs/1702.00892 (2017) - [i51]Xianghao Yu, Jun Zhang, Martin Haenggi, Khaled Ben Letaief:
Coverage Analysis for Millimeter Wave Networks: The Impact of Directional Antenna Arrays. CoRR abs/1702.04493 (2017) - [i50]Xianghao Yu, Chang Li, Jun Zhang, Khaled Ben Letaief:
A Tractable Framework for Performance Analysis of Dense Multi-Antenna Networks. CoRR abs/1702.04573 (2017) - [i49]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Mobility Increases the Data Offloading Ratio in D2D Caching Networks. CoRR abs/1702.05880 (2017) - [i48]Yinghao Yu, Wei Wang, Jun Zhang, Khaled Ben Letaief:
LRC: Dependency-Aware Cache Management for Data Analytics Clusters. CoRR abs/1703.08280 (2017) - [i47]Xianghao Yu, Jun Zhang, Khaled Ben Letaief:
Partially-Connected Hybrid Precoding in mm-Wave Systems With Dynamic Phase Shifter Networks. CoRR abs/1705.00859 (2017) - [i46]Rui Wang, Jun Zhang, Khaled Ben Letaief:
Incentive Mechanism Design for Cache-Assisted D2D Communications: A Mobility-Aware Approach. CoRR abs/1705.03429 (2017) - [i45]Xi Peng, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks. CoRR abs/1707.05993 (2017) - [i44]Xianghao Yu, Jun Zhang, Khaled Ben Letaief:
Hybrid Precoding in Millimeter Wave Systems: How Many Phase Shifters Are Needed? CoRR abs/1707.08302 (2017) - [i43]Yinghao Yu, Wei Wang, Jun Zhang, Khaled Ben Letaief:
LERC: Coordinated Cache Management for Data-Parallel Systems. CoRR abs/1708.07941 (2017) - [i42]Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief:
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks. CoRR abs/1709.09103 (2017) - [i41]Juan Liu, Bo Bai, Jun Zhang, Khaled Ben Letaief:
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms. CoRR abs/1710.00784 (2017) - [i40]Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief:
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach. CoRR abs/1711.06983 (2017) - 2016
- [j36]Rui Wang
, Xi Peng, Jun Zhang, Khaled Ben Letaief:
Mobility-aware caching for content-centric wireless networks: modeling and methodology. IEEE Commun. Mag. 54(8): 77-83 (2016) - [j35]Yuanming Shi, Jinkun Cheng, Jun Zhang
, Bo Bai, Wei Chen, Khaled Ben Letaief:
Smoothed Lp-Minimization for Green Cloud-RAN With User Admission Control. IEEE J. Sel. Areas Commun. 34(4): 1022-1036 (2016) - [j34]Yuyi Mao
, Jun Zhang
, Khaled Ben Letaief:
Dynamic Computation Offloading for Mobile-Edge Computing With Energy Harvesting Devices. IEEE J. Sel. Areas Commun. 34(12): 3590-3605 (2016) - [j33]Xianghao Yu
, Juei-Chin Shen, Jun Zhang
, Khaled Ben Letaief:
Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems. IEEE J. Sel. Top. Signal Process. 10(3): 485-500 (2016) - [j32]Yaming Luo, Jun Zhang
, Khaled Ben Letaief:
Transmit Power Minimization for Wireless Networks With Energy Harvesting Relays. IEEE Trans. Commun. 64(3): 987-1000 (2016) - [j31]Chang Li, Jun Zhang
, Jeffrey G. Andrews, Khaled Ben Letaief:
Success Probability and Area Spectral Efficiency in Multiuser MIMO HetNets. IEEE Trans. Commun. 64(4): 1544-1556 (2016) - [j30]Yuyi Mao
, Jun Zhang
, Khaled Ben Letaief:
Grid Energy Consumption and QoS Tradeoff in Hybrid Energy Supply Wireless Networks. IEEE Trans. Wirel. Commun. 15(5): 3573-3586 (2016) - [j29]Juei-Chin Shen, Jun Zhang
, Emad Alsusa, Khaled Ben Letaief:
Compressed CSI Acquisition in FDD Massive MIMO: How Much Training is Needed? IEEE Trans. Wirel. Commun. 15(6): 4145-4156 (2016) - [j28]Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit. IEEE Trans. Wirel. Commun. 15(7): 4703-4717 (2016) - [j27]Rui Wang
, Jun Zhang
, Shenghui Song
, Khaled Ben Letaief:
Optimal QoS-Aware Channel Assignment in D2D Communications With Partial CSI. IEEE Trans. Wirel. Commun. 15(11): 7594-7609 (2016) - [c50]Xianghao Yu
, Jun Zhang
, Khaled Ben Letaief:
Alternating minimization for hybrid precoding in multiuser OFDM mmWave systems. ACSSC 2016: 281-285 - [c49]Kai Yang, Yuanming Shi, Jun Zhang
, Zhi Ding
, Khaled Ben Letaief:
A low-rank approach for interference management in dense wireless networks. GlobalSIP 2016: 708-712 - [c48]Suya
, Yuanming Shi, Bo Bai, Wei Chen, Jun Zhang
, Khaled Ben Letaief, Shidong Zhou:
Optimal stochastic power control with compressive CSI acquisition for Cloud-RAN. GlobalSIP 2016: 1383-1387 - [c47]Yuyi Mao
, Jun Zhang
, Shenghui Song, Khaled Ben Letaief:
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems. GLOBECOM 2016: 1-6 - [c46]Yinghao Yu, Jun Zhang
, Khaled Ben Letaief:
Joint Subcarrier and CPU Time Allocation for Mobile Edge Computing. GLOBECOM 2016: 1-6 - [c45]Changming Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Selective uplink training for massive MIMO systems. ICC 2016: 1-6 - [c44]Juan Liu, Bo Bai, Jun Zhang, Khaled Ben Letaief:
Content caching at the wireless network edge: A distributed algorithm via belief propagation. ICC 2016: 1-6 - [c43]Xi Peng, Jun Zhang, Shenghui Song
, Khaled Ben Letaief:
Cache size allocation in backhaul limited wireless networks. ICC 2016: 1-6 - [c42]Rui Wang
, Jun Zhang, Shenghui Song
, Khaled Ben Letaief:
QoS-aware joint mode selection and channel assignment for D2D communications. ICC 2016: 1-6 - [c41]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Statistical group sparse beamforming for green Cloud-RAN via large system analysis. ISIT 2016: 870-874 - [c40]Juan Liu, Yuyi Mao
, Jun Zhang, Khaled Ben Letaief:
Delay-optimal computation task scheduling for mobile-edge computing systems. ISIT 2016: 1451-1455 - [c39]Yuyi Mao
, Jun Zhang, Khaled Ben Letaief:
ARQ with adaptive feedback for energy harvesting receivers. WCNC 2016: 1-6 - [c38]Xianghao Yu
, Jun Zhang, Khaled Ben Letaief:
Coverage analysis for dense millimeter wave cellular networks: The impact of array size. WCNC 2016: 1-6 - [i39]Yaming Luo, Jun Zhang, Khaled Ben Letaief:
Transmit Power Minimization for Wireless Networks with Energy Harvesting Relays. CoRR abs/1601.04247 (2016) - [i38]Xianghao Yu, Juei-Chin Shen, Jun Zhang, Khaled Ben Letaief:
Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems. CoRR abs/1601.07340 (2016) - [i37]Yuyi Mao, Jun Zhang, Khaled Ben Letaief:
Grid Energy Consumption and QoS Tradeoff in Hybrid Energy Supply Wireless Networks. CoRR abs/1601.07865 (2016) - [i36]Yuyi Mao, Jun Zhang, Khaled Ben Letaief:
ARQ with Adaptive Feedback for Energy Harvesting Receivers. CoRR abs/1602.04591 (2016) - [i35]Xi Peng, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Cache Size Allocation in Backhaul Limited Wireless Networks. CoRR abs/1602.08728 (2016) - [i34]Changming Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Selective Uplink Training for Massive MIMO Systems. CoRR abs/1602.08857 (2016) - [i33]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
QoS-Aware Joint Mode Selection and Channel Assignment for D2D Communications. CoRR abs/1602.08908 (2016) - [i32]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit. CoRR abs/1603.01729 (2016) - [i31]Juan Liu, Yuyi Mao, Jun Zhang, Khaled Ben Letaief:
Delay-Optimal Computation Task Scheduling for Mobile-Edge Computing Systems. CoRR abs/1604.07525 (2016) - [i30]Rui Wang, Xi Peng, Jun Zhang, Khaled Ben Letaief:
Mobility-Aware Caching for Content-Centric Wireless Networks: Modeling and Methodology. CoRR abs/1605.03709 (2016) - [i29]Yuyi Mao, Jun Zhang, Khaled Ben Letaief:
Dynamic Computation Offloading for Mobile-Edge Computing with Energy Harvesting Devices. CoRR abs/1605.05488 (2016) - [i28]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Mobility-Aware Caching in D2D Networks. CoRR abs/1606.05282 (2016) - [i27]Yinghao Yu, Jun Zhang, Khaled Ben Letaief:
Joint Subcarrier and CPU Time Allocation for Mobile Edge Computing. CoRR abs/1608.06128 (2016) - [i26]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Optimal QoS-Aware Channel Assignment in D2D Communications with Partial CSI. CoRR abs/1608.08014 (2016) - [i25]Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems. CoRR abs/1609.06027 (2016) - 2015
- [j26]Yuyi Mao
, Yaming Luo, Jun Zhang
, Khaled Ben Letaief:
Energy harvesting small cell networks: feasibility, deployment, and operation. IEEE Commun. Mag. 53(6): 94-101 (2015) - [j25]Yuyi Mao
, Jun Zhang
, Khaled Ben Letaief:
A Lyapunov Optimization Approach for Green Cellular Networks With Hybrid Energy Supplies. IEEE J. Sel. Areas Commun. 33(12): 2463-2477 (2015) - [j24]Chang Li, Jun Zhang
, Martin Haenggi, Khaled Ben Letaief:
User-Centric Intercell Interference Nulling for Downlink Small Cell Networks. IEEE Trans. Commun. 63(4): 1419-1431 (2015) - [j23]Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty. IEEE Trans. Signal Process. 63(4): 960-973 (2015) - [j22]Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI. IEEE Trans. Signal Process. 63(17): 4647-4659 (2015) - [j21]Yuanming Shi, Jun Zhang
, Brendan O'Donoghue, Khaled Ben Letaief:
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks. IEEE Trans. Signal Process. 63(18): 4729-4743 (2015) - [j20]Juei-Chin Shen, Jun Zhang
, Khaled Ben Letaief:
Downlink User Capacity of Massive MIMO Under Pilot Contamination. IEEE Trans. Wirel. Commun. 14(6): 3183-3193 (2015) - [j19]Yuanming Shi, Jun Zhang
, Khaled Ben Letaief, Bo Bai, Wei Chen:
Large-scale convex optimization for ultra-dense cloud-RAN. IEEE Wirel. Commun. 22(3): 84-91 (2015) - [c37]Xi Peng, Juei-Chin Shen, Jun Zhang, Khaled Ben Letaief:
Backhaul-Aware Caching Placement for Wireless Networks. GLOBECOM 2015: 1-6 - [c36]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications. GLOBECOM 2015: 1-6 - [c35]Xianghao Yu
, Juei-Chin Shen, Jun Zhang, Khaled Ben Letaief:
Hybrid Precoding Design in Millimeter Wave MIMO Systems: An Alternating Minimization Approach. GLOBECOM 2015: 1-6 - [c34]Juei-Chin Shen, Jun Zhang, Emad Alsusa, Khaled Ben Letaief:
Compressed CSI acquisition in FDD massive MIMO with partial support information. ICC 2015: 1459-1464 - [c33]Jinkun Cheng, Yuanming Shi, Bo Bai, Wei Chen, Jun Zhang, Khaled Ben Letaief:
Group sparse beamforming for multicast green Cloud-RAN via parallel semidefinite programming. ICC 2015: 1886-1891 - [c32]Chang Li, Jun Zhang, Shenghui Song
, Khaled Ben Letaief:
Analysis of area spectral efficiency and link reliability in multiuser MIMO HetNets. ICC 2015: 2839-2844 - [c31]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Low-rank matrix completion via Riemannian pursuit for topological interference management. ISIT 2015: 1831-1835 - [c30]Yuyi Mao
, Jun Zhang
, Khaled Ben Letaief:
Joint base station assignment and power control in hybrid energy supply wireless networks. WCNC 2015: 1177-1182 - [i24]Yuyi Mao, Yaming Luo, Jun Zhang, Khaled Ben Letaief:
Energy Harvesting Small Cell Networks: Feasibility, Deployment and Operation. CoRR abs/1501.02620 (2015) - [i23]Juei-Chin Shen, Jun Zhang, Kwang-Cheng Chen, Khaled Ben Letaief:
High-Dimensional CSI Acquisition in Massive MIMO: Sparsity-Inspired Approaches. CoRR abs/1505.00426 (2015) - [i22]Yuanming Shi, Jun Zhang, Brendan O'Donoghue, Khaled Ben Letaief:
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks. CoRR abs/1506.00749 (2015) - [i21]Yuanming Shi, Jun Zhang, Khaled Ben Letaief, Bo Bai, Wei Chen:
Large-Scale Convex Optimization for Ultra-Dense Cloud-RAN. CoRR abs/1506.04243 (2015) - [i20]Chang Li, Jun Zhang, Jeffrey G. Andrews, Khaled Ben Letaief:
Success Probability and Area Spectral Efficiency in Multiuser MIMO HetNets. CoRR abs/1506.05197 (2015) - [i19]Xi Peng, Juei-Chin Shen, Jun Zhang, Khaled Ben Letaief:
Backhaul-Aware Caching Placement for Wireless Networks. CoRR abs/1509.00558 (2015) - [i18]Yuyi Mao, Jun Zhang, Khaled Ben Letaief:
A Lyapunov Optimization Approach for Green Cellular Networks with Hybrid Energy Supplies. CoRR abs/1509.01886 (2015) - [i17]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN with Imperfect CSI. CoRR abs/1512.04778 (2015) - [i16]Yuanming Shi, Jinkun Cheng, Jun Zhang, Bo Bai, Wei Chen, Khaled Ben Letaief:
Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control. CoRR abs/1512.04784 (2015) - 2014
- [j18]Chang Li, Jun Zhang
, Khaled Ben Letaief:
Throughput and Energy Efficiency Analysis of Small Cell Networks with Multi-Antenna Base Stations. IEEE Trans. Wirel. Commun. 13(5): 2505-2517 (2014) - [j17]Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Group Sparse Beamforming for Green Cloud-RAN. IEEE Trans. Wirel. Commun. 13(5): 2809-2823 (2014) - [j16]Qiaoyu Li, Jun Zhang, Lin Bai, Jinho Choi
:
Performance Analysis and System Design for Hierarchical Modulated BICM-ID. IEEE Trans. Wirel. Commun. 13(6): 3056-3069 (2014) - [j15]Nima Seifi, Jun Zhang
, Robert W. Heath Jr.
, Tommy Svensson
, Mikael Coldrey
:
Coordinated 3D Beamforming for Interference Management in Cellular Networks. IEEE Trans. Wirel. Commun. 13(10): 5396-5410 (2014) - [j14]Giulio Bartoli
, Romano Fantacci
, Khaled Ben Letaief, Dania Marabissi, Niccolo Privitera, Marco Pucci, Jun Zhang
:
Beamforming for small cell deployment in LTE-advanced and beyond. IEEE Wirel. Commun. 21(2): 50-56 (2014) - [c29]Yuyi Mao
, Jun Zhang, Shenghui Song
, Khaled Ben Letaief:
Joint link selection and relay power allocation for energy harvesting relaying systems. GLOBECOM 2014: 2568-2573 - [c28]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Scalable coordinated beamforming for dense wireless cooperative networks. GLOBECOM 2014: 3603-3608 - [c27]Juei-Chin Shen, Jun Zhang, Khaled Ben Letaief:
User capacity of pilot-contaminated TDD massive MIMO systems. GLOBECOM 2014: 3713-3718 - [c26]Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
CSI overhead reduction with stochastic beamforming for cloud radio access networks. ICC 2014: 5154-5159 - [c25]Chang Li, Jun Zhang
, Khaled Ben Letaief:
User-centric intercell interference coordination in small cell networks. ICC 2014: 5747-5752 - [c24]Xi Peng, Juei-Chin Shen, Jun Zhang, Khaled Ben Letaief:
Joint data assignment and beamforming for backhaul limited caching networks. PIMRC 2014: 1370-1374 - [c23]Rui Wang
, Jun Zhang, Shenghui Song
, Khaled Ben Letaief:
Average throughput analysis of downlink cellular networks with multi-antenna base stations. PIMRC 2014: 1892-1896 - [c22]Fangyong Li, Jun Zhang
, Khaled Ben Letaief:
Location-aware spectrum sharing in cognitive radio networks - A semi-matching approach. WCNC 2014: 1603-1607 - [c21]Yaming Luo, Jun Zhang, Khaled Ben Letaief:
Achieving energy diversity with multiple energy harvesting relays. WCSP 2014: 1-6 - [i15]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Scalable Coordinated Beamforming for Dense Wireless Cooperative Networks. CoRR abs/1405.3182 (2014) - [i14]Chang Li, Jun Zhang, Martin Haenggi, Khaled Ben Letaief:
User-Centric Intercell Interference Nulling for Downlink Small Cell Networks. CoRR abs/1405.4395 (2014) - [i13]Juei-Chin Shen, Jun Zhang, Khaled Ben Letaief:
User Capacity of Pilot-Contaminated TDD Massive MIMO Systems. CoRR abs/1411.0076 (2014) - 2013
- [j13]Lei Deng
, Yun Rui, Peng Cheng, Jun Zhang
, Q. T. Zhang, Mingqi Li:
A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks. IEEE Commun. Lett. 17(1): 55-58 (2013) - [j12]Jindong Xie
, Lin Bai
, Jun Zhang, Tao Zhang:
SDMA-Based Aeronautical Machine-to-Machine Communications under SINR Constraints. Int. J. Distributed Sens. Networks 9 (2013) - [j11]Qiaoyu Li, Jun Zhang, Lin Bai, Jinho Choi
:
Lattice Reduction-Based Approximate MAP Detection with Bit-Wise Combining and Integer Perturbed List Generation. IEEE Trans. Commun. 61(8): 3259-3269 (2013) - [j10]Yaming Luo, Jun Zhang
, Khaled Ben Letaief:
Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems. IEEE Trans. Wirel. Commun. 12(9): 4729-4741 (2013) - [c20]Yaming Luo, Jun Zhang
, Khaled Ben Letaief:
Relay selection for energy harvesting cooperative communication systems. GLOBECOM 2013: 2514-2519 - [c19]Chang Li, Jun Zhang
, Khaled Ben Letaief:
Performance analysis of SDMA in multicell wireless networks. GLOBECOM 2013: 3867-3872 - [c18]Guodong Zhao
, Liying Li
, Jun Zhang
, Khaled Ben Letaief:
Residential demand response with power adjustable and unadjustable appliances in smart grid. ICC Workshops 2013: 386-390 - [c17]Yaming Luo, Jun Zhang
, Khaled Ben Letaief:
Throughput maximization for two-hop energy harvesting communication systems. ICC 2013: 4180-4184 - [c16]Chang Li, Jun Zhang
, Khaled Ben Letaief:
Energy efficiency analysis of small cell networks. ICC 2013: 4404-4408 - [i12]Chang Li, Jun Zhang, Khaled Ben Letaief:
Throughput and Energy Efficiency Analysis of Small Cell Networks with Multi-antenna Base Stations. CoRR abs/1306.6169 (2013) - [i11]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Group Sparse Beamforming for Green Cloud-RAN. CoRR abs/1310.0234 (2013) - [i10]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Optimal Stochastic Coordinated Beamforming with Compressive CSI Acquisition for Cloud-RAN. CoRR abs/1312.0363 (2013) - 2012
- [j9]Jun Zhang
, Khaled Ben Letaief:
Interference Management with Relay Cooperation in Two-Hop Interference Channels. IEEE Wirel. Commun. Lett. 1(3): 165-168 (2012) - [c15]Yuanming Shi, Jun Zhang
, Khaled Ben Letaief:
Coordinated relay beamforming for amplify-and-forward two-hop interference networks. GLOBECOM 2012: 2408-2413 - [c14]Yaming Luo, Jun Zhang
, Khaled Ben Letaief:
Training optimization for energy harvesting communication systems. GLOBECOM 2012: 3365-3370 - [c13]Fangyong Li, Jun Zhang
, Khaled Ben Letaief:
Location-aware distributed routing in cognitive radio networks. ICCC 2012: 733-738 - [c12]Chang Li, Shenghui Song, Jun Zhang
, Khaled Ben Letaief:
Maximizing energy efficiency in wireless networks with a minimum average throughput requirement. WCNC 2012: 1130-1134 - [i9]Yaming Luo, Jun Zhang, Khaled Ben Letaief:
Training Optimization for Energy Harvesting Communication Systems. CoRR abs/1207.2608 (2012) - [i8]Yaming Luo, Jun Zhang, Khaled Ben Letaief:
Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems. CoRR abs/1212.5394 (2012) - 2011
- [j8]Nima Seifi, Mats Viberg
, Robert W. Heath Jr.
, Jun Zhang
, Mikael Coldrey:
Multimode Transmission in Network MIMO Downlink with Incomplete CSI. EURASIP J. Adv. Signal Process. 2011 (2011) - [j7]Jun Zhang
, Marios Kountouris, Jeffrey G. Andrews, Robert W. Heath Jr.
:
Multi-Mode Transmission for the MIMO Broadcast Channel with Imperfect Channel State Information. IEEE Trans. Commun. 59(3): 803-814 (2011) - [j6]Jiaming Xu, Jun Zhang
, Jeffrey G. Andrews:
On the Accuracy of the Wyner Model in Cellular Networks. IEEE Trans. Wirel. Commun. 10(9): 3098-3109 (2011) - [c11]Jun Zhang
, Jeffrey G. Andrews, Khaled Ben Letaief:
Optimizing Training and Feedback for Spatial Intercell Interference Cancellation. GLOBECOM 2011: 1-5 - [c10]Fangyong Li, Bo Bai, Jun Zhang
, Khaled Ben Letaief:
Location-Based Joint Relay Selection and Channel Allocation for Cognitive Radio Networks. GLOBECOM 2011: 1-5 - [c9]Jiaming Xu, Jun Zhang
, Jeffrey G. Andrews:
On the Accuracy of the Wyner Model in Downlink Cellular Networks. ICC 2011: 1-5 - [i7]Jun Zhang, Jeffrey G. Andrews, Khaled Ben Letaief:
Spatial Intercell Interference Cancellation with CSI Training and Feedback. CoRR abs/1105.4206 (2011) - 2010
- [j5]Jun Zhang
, Jeffrey G. Andrews:
Adaptive Spatial Intercell Interference Cancellation in Multicell Wireless Networks. IEEE J. Sel. Areas Commun. 28(9): 1455-1468 (2010) - [c8]Jiaming Xu, Jun Zhang, Jeffrey G. Andrews:
When Does the Wyner Model Accurately Describe an Uplink Cellular Network? GLOBECOM 2010: 1-5 - [i6]Jiaming Xu, Jun Zhang, Jeffrey G. Andrews:
On the Accuracy of the Wyner Model in Cellular Networks. CoRR abs/1009.5900 (2010)
2000 – 2009
- 2009
- [j4]Jun Zhang
, Robert W. Heath Jr.
, Marios Kountouris, Jeffrey G. Andrews:
Mode Switching for the Multi-Antenna Broadcast Channel Based on Delay and Channel Quantization. EURASIP J. Adv. Signal Process. 2009 (2009) - [j3]Jun Zhang
, Runhua Chen, Jeffrey G. Andrews, Arunabha Ghosh, Robert W. Heath Jr.
:
Networked MIMO with clustered linear precoding. IEEE Trans. Wirel. Commun. 8(4): 1910-1921 (2009) - [c7]Jun Zhang, Jeffrey G. Andrews, Robert W. Heath Jr.
:
Block Diagonalization in the MIMO Broadcast Channel with Delayed CSIT. GLOBECOM 2009: 1-6 - [c6]Jun Zhang, Marios Kountouris, Jeffrey G. Andrews, Robert W. Heath Jr.
:
Achievable throughput of multi-mode multiuser MIMO with imperfect CSI constraints. ISIT 2009: 2659-2663 - [i5]Jun Zhang, Marios Kountouris, Jeffrey G. Andrews, Robert W. Heath Jr.:
Multi-mode Transmission for the MIMO Broadcast Channel with Imperfect Channel State Information. CoRR abs/0903.5108 (2009) - [i4]Jun Zhang, Jeffrey G. Andrews:
Adaptive Spatial Intercell Interference Cancellation in Multicell Wireless Networks. CoRR abs/0909.2894 (2009) - 2008
- [j2]Jun Zhang, Tat-Ming Lok:
Cooperative protocols for multiple-source multiple-relay wireless networks. Int. J. Sens. Networks 4(4): 209-219 (2008) - [j1]Jun Zhang
, Jeffrey G. Andrews:
Distributed Antenna Systems with Randomness. IEEE Trans. Wirel. Commun. 7(9): 3636-3646 (2008) - [c5]Jun Zhang, Jeffrey G. Andrews, Robert W. Heath Jr.
:
Single-user MIMO vs. Multiuser MIMO in the broadcast channel with CSIT constraints. Allerton 2008: 309-314 - [i3]Jun Zhang, Runhua Chen, Jeffrey G. Andrews, Arunabha Ghosh, Robert W. Heath Jr.:
Networked MIMO with Clustered Linear Precoding. CoRR abs/0808.3971 (2008) - [i2]Jun Zhang, Robert W. Heath Jr., Marios Kountouris, Jeffrey G. Andrews:
Mode Switching for MIMO Broadcast Channel Based on Delay and Channel Quantization. CoRR abs/0812.3120 (2008) - [i1]Jun Zhang, Marios Kountouris, Jeffrey G. Andrews, Robert W. Heath Jr.:
Achievable Throughput of Multi-mode Multiuser MIMO with Imperfect CSI Constraints. CoRR abs/0812.3124 (2008) - 2007
- [c4]Jun Zhang, Jeffrey G. Andrews:
Cellular Communication with Randomly Placed Distributed Antennas. GLOBECOM 2007: 1400-1404 - 2006
- [c3]Jun Zhang, Tat M. Lok:
Multiple-Source Multiple-Relay Cooperation System. ICC 2006: 3735-3740 - [c2]Jun Zhang, Tat-Ming Lok:
Performance comparison of conventional and cooperative multihop transmission. WCNC 2006: 897-901 - 2005
- [c1]Jun Zhang, Jiahai Yang, Changqing An, Jilong Wang:
Traffic Measurement and Analysis of TUNET. CW 2005: 330-334
Coauthor Index
aka: Khaled B. Letaief
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