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ORCIDGeoffrey Ye Li
Ye (Geoffrey) Li – Geoffrey Li
Person information
- affiliation: Imperial College London, UK
- affiliation (former): Georgia Institute of Technology, Atlanta, GA, USA
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2020 – today
- 2023
[j350]Farhad Mirkarimi
, Chintha Tellambura, Geoffrey Ye Li:
Deep MMSE Estimation for Data Detection. IEEE Commun. Lett. 27(1): 180-184 (2023)- [j349]Peiwen Jiang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
Wireless Semantic Communications for Video Conferencing. IEEE J. Sel. Areas Commun. 41(1): 230-244 (2023) - [j348]Huiqiang Xie, Zhijin Qin, Geoffrey Ye Li:
Semantic Communication With Memory. IEEE J. Sel. Areas Commun. 41(8): 2658-2669 (2023) - [j347]Shenglong Zhou, Geoffrey Ye Li:
Federated Learning Via Inexact ADMM. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9699-9708 (2023) - [j346]Ouya Wang, Jiabao Gao, Geoffrey Ye Li:
Learn to Adapt to New Environments From Past Experience and Few Pilot Blocks. IEEE Trans. Cogn. Commun. Netw. 9(2): 373-385 (2023) - [j345]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Joseph B. Soriaga, Arash Behboodi:
Deep Learning-Based Channel Estimation for Wideband Hybrid MmWave Massive MIMO. IEEE Trans. Commun. 71(6): 3679-3693 (2023) - [j344]Junchao Shi, An-An Lu, Wen Zhong, Xiqi Gao, Geoffrey Ye Li:
Robust WMMSE Precoder With Deep Learning Design for Massive MIMO. IEEE Trans. Commun. 71(7): 3963-3976 (2023) - [j343]Shenglong Zhou, Geoffrey Ye Li:
FedGiA: An Efficient Hybrid Algorithm for Federated Learning. IEEE Trans. Signal Process. 71: 1493-1508 (2023) - [j342]Linghui Ge, Hua Zhang, Jun-Bo Wang, Geoffrey Ye Li:
Reconfigurable Wireless Relaying With Multi-UAV-Carried Intelligent Reflecting Surfaces. IEEE Trans. Veh. Technol. 72(4): 4932-4947 (2023) - [j341]Hengtao He, Rui Wang, Weijie Jin, Shi Jin, Chao-Kai Wen, Geoffrey Ye Li:
Beamspace Channel Estimation for Wideband Millimeter-Wave MIMO: A Model-Driven Unsupervised Learning Approach. IEEE Trans. Wirel. Commun. 22(3): 1808-1822 (2023) - [j340]Ding Shi, Linfeng Song, Wenqi Zhou, Xiqi Gao, Cheng-Xiang Wang, Geoffrey Ye Li:
Channel Acquisition for HF Skywave Massive MIMO-OFDM Communications. IEEE Trans. Wirel. Commun. 22(6): 4074-4089 (2023) - [j339]Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li:
CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. IEEE Trans. Wirel. Commun. 22(8): 5583-5597 (2023) - [j338]Peiwen Jiang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
Wireless Semantic Transmission via Revising Modules in Conventional Communications. IEEE Wirel. Commun. 30(3): 28-34 (2023) - [i132]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li:
AMP-SBL Unfolding for Wideband MmWave Massive MIMO Channel Estimation. CoRR abs/2302.00461 (2023) - [i131]Kaiwen Yu, Chonghao Zhao, Gang Wu, Geoffrey Ye Li:
Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation. CoRR abs/2303.12479 (2023) - [i130]Lei Yan, Zhijin Qin, Rui Zhang, Yongzhao Li, Xiaoming Tao, Geoffrey Ye Li:
QoE-based Semantic-Aware Resource Allocation for Multi-Task Networks. CoRR abs/2305.06543 (2023) - [i129]Qiyu Hu, Yunlong Cai, Guangyi Zhang, Guanding Yu, Geoffrey Ye Li:
Deep-Unfolding for Next-Generation Transceivers. CoRR abs/2305.08303 (2023) - [i128]Jiabao Gao, Xiaoming Cheng, Geoffrey Ye Li:
Deep Unfolding-Based Channel Estimation for Wideband TeraHertz Near-Field Massive MIMO Systems. CoRR abs/2308.13381 (2023) - [i127]Shenglong Zhou, Kaidi Xu, Geoffrey Ye Li:
Communication-Efficient Decentralized Federated Learning via One-Bit Compressive Sensing. CoRR abs/2308.16671 (2023) - 2022
- [j337]Na Su, Jun-Bo Wang, Cheng Zeng, Hua Zhang, Min Lin, Geoffrey Ye Li:
Unmanned-Surface-Vehicle-Aided Maritime Data Collection Using Deep Reinforcement Learning. IEEE Internet Things J. 9(20): 19773-19786 (2022) - [j336]Kaiwen Yu, Gang Wu, Shaoqian Li, Geoffrey Ye Li:
Local Observations-Based Energy-Efficient Multi-Cell Beamforming via Multi-Agent Reinforcement Learning. J. Commun. Inf. Networks 7(2): 170-180 (2022) - [j335]Geoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar Mohamed Hashim Elmirghani:
Series Editorial The Fourth Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 40(1): 1-4 (2022) - [j334]Changfeng Ding, Jun-Bo Wang, Hua Zhang, Min Lin, Geoffrey Ye Li:
Joint MIMO Precoding and Computation Resource Allocation for Dual-Function Radar and Communication Systems With Mobile Edge Computing. IEEE J. Sel. Areas Commun. 40(7): 2085-2102 (2022) - [j333]Geoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar M. H. Elmirghani:
The Fifth Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 40(8): 2251-2253 (2022) - [j332]Geoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar M. H. Elmirghani:
Series Editorial The Sixth Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 40(9): 2507-2509 (2022) - [j331]Hao Ye, Le Liang, Geoffrey Ye Li:
Decentralized Federated Learning With Unreliable Communications. IEEE J. Sel. Top. Signal Process. 16(3): 487-500 (2022) - [j330]Shuzhan Hu, Yiping Duan, Xiaoming Tao, Geoffrey Ye Li, Jianhua Lu:
Human Perception Measurement by Electroencephalography for Facial Image Compression. IEEE Signal Process. Lett. 29: 2148-2152 (2022) - [j329]Muhan Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Ang Yang:
Deep Learning-Based Implicit CSI Feedback in Massive MIMO. IEEE Trans. Commun. 70(2): 935-950 (2022) - [j328]Chenhao Qi, Qiang Liu, Xianghao Yu, Geoffrey Ye Li:
Hybrid Precoding for Mixture Use of Phase Shifters and Switches in mmWave Massive MIMO. IEEE Trans. Commun. 70(6): 4121-4133 (2022) - [j327]Peiwen Jiang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
Deep Source-Channel Coding for Sentence Semantic Transmission With HARQ. IEEE Trans. Commun. 70(8): 5225-5240 (2022) - [j326]Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
Overview of Deep Learning-Based CSI Feedback in Massive MIMO Systems. IEEE Trans. Commun. 70(12): 8017-8045 (2022) - [j325]Jieyu Liao, Junhui Zhao, Feifei Gao, Geoffrey Ye Li:
Deep Learning Aided Low Complex Sphere Decoding for MIMO Detection. IEEE Trans. Commun. 70(12): 8046-8059 (2022) - [j324]Shenglong Zhou, Ziyan Luo, Naihua Xiu, Geoffrey Ye Li:
Computing One-Bit Compressive Sensing via Double-Sparsity Constrained Optimization. IEEE Trans. Signal Process. 70: 1593-1608 (2022) - [j323]Yiqing Zhang, Jianyong Sun, Jiang Xue, Geoffrey Ye Li, Zongben Xu:
Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection. IEEE Trans. Signal Process. 70: 4483-4497 (2022) - [j322]Jiasi Zhou, Yanjing Sun, Chintha Tellambura, Geoffrey Ye Li:
Joint User Grouping, Sparse Beamforming, and Subcarrier Allocation for D2D Underlaid Cache-Enabled C-RANs With Rate Splitting. IEEE Trans. Veh. Technol. 71(4): 3792-3806 (2022) - [j321]Changfeng Ding, Jun-Bo Wang, Hua Zhang, Min Lin, Geoffrey Ye Li:
Joint Optimization of Transmission and Computation Resources for Satellite and High Altitude Platform Assisted Edge Computing. IEEE Trans. Wirel. Commun. 21(2): 1362-1377 (2022) - [j320]Jiabao Gao, Mu Hu, Caijun Zhong, Geoffrey Ye Li, Zhaoyang Zhang:
An Attention-Aided Deep Learning Framework for Massive MIMO Channel Estimation. IEEE Trans. Wirel. Commun. 21(3): 1823-1835 (2022) - [j319]Xianglong Yu, An-An Lu, Xiqi Gao, Geoffrey Ye Li, Guoru Ding, Cheng-Xiang Wang:
HF Skywave Massive MIMO Communication. IEEE Trans. Wirel. Commun. 21(4): 2769-2785 (2022) - [j318]Yanzhen Liu, Qiyu Hu, Yunlong Cai, Guanding Yu, Geoffrey Ye Li:
Deep-Unfolding Beamforming for Intelligent Reflecting Surface Assisted Full-Duplex Systems. IEEE Trans. Wirel. Commun. 21(7): 4784-4800 (2022) - [j317]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Zhaoyang Zhang:
Deep Learning-Based Channel Estimation for Massive MIMO With Hybrid Transceivers. IEEE Trans. Wirel. Commun. 21(7): 5162-5174 (2022) - [j316]Wen Tong, Geoffrey Ye Li:
Nine Challenges in Artificial Intelligence and Wireless Communications for 6G. IEEE Wirel. Commun. 29(4): 140-145 (2022) - [j315]Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li:
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions. IEEE Wirel. Commun. 29(5): 12-19 (2022) - [j314]Amirhossein Mohammadian, Chintha Tellambura, Geoffrey Ye Li:
Deep Learning LMMSE Joint Channel, PN, and IQ Imbalance Estimator for Multicarrier MIMO Full-Duplex Systems. IEEE Wirel. Commun. Lett. 11(1): 111-115 (2022) - [j313]Huiqiang Xie, Zhijin Qin, Geoffrey Ye Li:
Task-Oriented Multi-User Semantic Communications for VQA. IEEE Wirel. Commun. Lett. 11(3): 553-557 (2022) - [j312]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Zhaoyang Zhang:
Online Deep Neural Network for Optimization in Wireless Communications. IEEE Wirel. Commun. Lett. 11(5): 933-937 (2022) - [j311]Lei Yan, Zhijin Qin, Rui Zhang, Yongzhao Li, Geoffrey Ye Li:
Resource Allocation for Text Semantic Communications. IEEE Wirel. Commun. Lett. 11(7): 1394-1398 (2022) - [j310]Nguyen Van Huynh, Geoffrey Ye Li:
Transfer Learning for Signal Detection in Wireless Networks. IEEE Wirel. Commun. Lett. 11(11): 2325-2329 (2022) - [c220]Xianglong Yu, Xiqi Gao, An-An Lu, Jinlin Zhang, Hebing Wu, Geoffrey Ye Li:
Robust Precoding for HF Skywave Massive MIMO With Imperfect CSI. GLOBECOM 2022: 1637-1642 - [c219]Lei Yan, Zhijin Qin, Rui Zhang, Yongzhao Li, Geoffrey Ye Li:
QoE-Aware Resource Allocation for Semantic Communication Networks. GLOBECOM 2022: 3272-3277 - [c218]Boxiao Shen, Yongpeng Wu, Wenjun Zhang, Geoffrey Ye Li, Jianping An, Chengwen Xing:
LEO Satellite-Enabled Grant-Free Random Access with MIMO-OTFS. GLOBECOM 2022: 3308-3313 - [c217]Ding Shi, Linfeng Song, Wenqi Zhou, Xiqi Gao, Cheng-Xiang Wang, Geoffrey Ye Li:
Channel Estimation for HF Skywave Massive MIMO-OFDM with Triple-Beam Based Channel Model. GLOBECOM 2022: 5402-5407 - [c216]Houssem Sifaou, Geoffrey Ye Li:
Robust Federated Learning via Over-the-Air Computation. MLSP 2022: 1-6 - [c215]Qiyu Hu, Guangyi Zhang, Zhijin Qin, Yunlong Cai, Guanding Yu, Geoffrey Ye Li:
Robust Semantic Communications Against Semantic Noise. VTC Fall 2022: 1-6 - [c214]Haoran Peng, Li-Chun Wang, Geoffrey Ye Li, Ang-Hsun Tsai:
Long-Lasting UAV-aided RIS Communications based on SWIPT. WCNC 2022: 1844-1849 - [i126]Zhijin Qin, Xiaoming Tao, Jianhua Lu, Geoffrey Ye Li:
Semantic Communications: Principles and Challenges. CoRR abs/2201.01389 (2022) - [i125]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Zhaoyang Zhang:
Deep Learning based Channel Estimation for Massive MIMO with Hybrid Transceivers. CoRR abs/2202.03220 (2022) - [i124]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Zhaoyang Zhang:
Online Deep Neural Network for Optimization in Wireless Communications. CoRR abs/2202.03244 (2022) - [i123]Chongtao Guo, Zhengchao Li, Le Liang, Geoffrey Ye Li:
Reinforcement Learning Based Power Control for Reliable Wireless Transmission. CoRR abs/2202.06345 (2022) - [i122]Chenhao Qi, Kangjian Chen, Octavia A. Dobre, Geoffrey Ye Li:
Hierarchical Codebook based Multiuser Beam Training for Millimeter Massive MIMO. CoRR abs/2203.06438 (2022) - [i121]Zhaohui Li, Chenhao Qi, Geoffrey Ye Li:
Low-Complexity Multicast Beamforming for Millimeter Wave Communications. CoRR abs/2203.06450 (2022) - [i120]Ding Shi, Linfeng Song, Wenqi Zhou, Xiqi Gao, Cheng-Xiang Wang, Geoffrey Ye Li:
Channel Acquisition for HF Skywave Massive MIMO-OFDM Communications. CoRR abs/2204.01329 (2022) - [i119]Zhixiong Chen, Wenqiang Yi, Arumugam Nallanathan, Geoffrey Ye Li:
Federated Learning for Energy-limited Wireless Networks: A Partial Model Aggregation Approach. CoRR abs/2204.09746 (2022) - [i118]Shenglong Zhou, Geoffrey Ye Li:
Federated Learning via Inexact ADMM. CoRR abs/2204.10607 (2022) - [i117]Shenglong Zhou, Geoffrey Ye Li:
Efficient and Convergent Federated Learning. CoRR abs/2205.01438 (2022) - [i116]Houssem Sifaou, Geoffrey Ye Li:
Over-The-Air Federated Learning under Byzantine Attacks. CoRR abs/2205.02949 (2022) - [i115]Zhenzi Weng, Zhijin Qin, Xiaoming Tao, Chengkang Pan, Guangyi Liu, Geoffrey Ye Li:
Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis. CoRR abs/2205.04603 (2022) - [i114]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Joseph B. Soriaga, Arash Behboodi:
Deep Learning-based Channel Estimation for Wideband Hybrid MmWave Massive MIMO. CoRR abs/2205.05202 (2022) - [i113]Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li:
CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. CoRR abs/2205.05775 (2022) - [i112]Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Ping Zhang, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, Sherman X. Shen, Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kai-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Shuguang Cui, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu:
6G Network AI Architecture for Everyone-Centric Customized Services. CoRR abs/2205.09944 (2022) - [i111]Qiyu Hu, Guangyi Zhang, Zhijin Qin, Yunlong Cai, Guanding Yu, Geoffrey Ye Li:
Robust Semantic Communications with Masked VQ-VAE Enabled Codebook. CoRR abs/2206.04011 (2022) - [i110]Hui Zhang, Shenglong Zhou, Geoffrey Ye Li, Naihua Xiu:
0/1 Deep Neural Networks via Block Coordinate Descent. CoRR abs/2206.09379 (2022) - [i109]Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems. CoRR abs/2206.14383 (2022) - [i108]Chenhao Qi, Qiang Liu, Xianghao Yu, Geoffrey Ye Li:
Hybrid Precoding for Mixture Use of Phase Shifters and Switches in mmWave Massive MIMO. CoRR abs/2208.00714 (2022) - [i107]Boxiao Shen, Yongpeng Wu, Wenjun Zhang, Geoffrey Ye Li, Jianping An, Chengwen Xing:
LEO Satellite-Enabled Grant-Free Random Access with MIMO-OTFS. CoRR abs/2208.01828 (2022) - [i106]Shenglong Zhou, Geoffrey Ye Li:
Exact Penalty Method for Federated Learning. CoRR abs/2208.11231 (2022) - [i105]Ouya Wang, Jiabao Gao, Geoffrey Ye Li:
Learn to Adapt to New Environment from Past Experience and Few Pilot. CoRR abs/2209.02649 (2022) - [i104]Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Joseph B. Soriaga, Arash Behboodi:
Spatially Sparse Precoding in Wideband Hybrid Terahertz Massive MIMO Systems. CoRR abs/2211.14866 (2022) - [i103]Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li:
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions. CoRR abs/2212.04047 (2022) - [i102]Houssem Sifaou, Geoffrey Ye Li:
Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO. CoRR abs/2212.06482 (2022) - [i101]Kaidi Xu, Nguyen Van Huynh, Geoffrey Ye Li:
Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet. CoRR abs/2212.07967 (2022) - 2021
- [j309]Xiaohu You, Cheng-Xiang Wang, Jie Huang, Xiqi Gao, Zaichen Zhang, Mao Wang, Yongming Huang, Chuan Zhang, Yanxiang Jiang, Jiaheng Wang, Min Zhu, Bin Sheng, Dongming Wang, Zhiwen Pan, Pengcheng Zhu, Yang Yang, Zening Liu, Ping Zhang, Xiaofeng Tao, Shaoqian Li, Zhi Chen, Xinying Ma, Chih-Lin I, Shuangfeng Han, Ke Li, Chengkang Pan, Zhiming Zheng, Lajos Hanzo, Xuemin (Sherman) Shen, Yingjie Jay Guo, Zhiguo Ding, Harald Haas, Wen Tong, Peiying Zhu, Ganghua Yang, Jue Wang, Erik G. Larsson, Hien Quoc Ngo, Wei Hong, Haiming Wang, Debin Hou, Jixin Chen, Zhe Chen, Zhangcheng Hao, Geoffrey Ye Li, Rahim Tafazolli, Yue Gao, H. Vincent Poor, Gerhard P. Fettweis, Ying-Chang Liang:
Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts. Sci. China Inf. Sci. 64(1) (2021) - [j308]Chenhao Qi, Peihao Dong, Wenyan Ma, Hua Zhang, Zaichen Zhang, Geoffrey Ye Li:
Acquisition of channel state information for mmWave massive MIMO: traditional and machine learning-based approaches. Sci. China Inf. Sci. 64(8) (2021) - [j307]Shen Gao, Peihao Dong, Zhiwen Pan, Geoffrey Ye Li:
Deep Multi-Stage CSI Acquisition for Reconfigurable Intelligent Surface Aided MIMO Systems. IEEE Commun. Lett. 25(6): 2024-2028 (2021) - [j306]Fangfang Liu, Jiaxi Pan, Xiangwei Zhou, Geoffrey Ye Li:
Atmospheric Ducting Effect in Wireless Communications: Challenges and Opportunities. J. Commun. Inf. Networks 6(2): 101-109 (2021) - [j305]Geoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar M. H. Elmirghani:
Series Editorial: Inauguration Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 39(1): 1-3 (2021) - [j304]Feifei Gao, Bolei Wang, Chengwen Xing, Jianping An, Geoffrey Ye Li:
Wideband Beamforming for Hybrid Massive MIMO Terahertz Communications. IEEE J. Sel. Areas Commun. 39(6): 1725-1740 (2021) - [j303]Geoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar Mohamed Hashim Elmirghani:
Series Editorial: The Second Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 39(7): 1855-1857 (2021) - [j302]Geoffrey Ye Li, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar M. H. Elmirghani:
Series Editorial: The Third Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 39(8): 2267-2270 (2021) - [j301]Bruno Clerckx, Yijie Mao, Robert Schober, Eduard A. Jorswieck, David J. Love, Jinhong Yuan, Lajos Hanzo, Geoffrey Ye Li, Erik G. Larsson, Giuseppe Caire:
Is NOMA Efficient in Multi-Antenna Networks? A Critical Look at Next Generation Multiple Access Techniques. IEEE Open J. Commun. Soc. 2: 1310-1343 (2021) - [j300]Hao Ye, Geoffrey Ye Li, Biing-Hwang Juang:
Deep Learning Based End-to-End Wireless Communication Systems Without Pilots. IEEE Trans. Cogn. Commun. Netw. 7(3): 702-714 (2021) - [j299]Rui Liu, Guanding Yu, Jiantao Yuan, Geoffrey Ye Li:
Resource Management for Millimeter-Wave Ultra-Reliable and Low-Latency Communications. IEEE Trans. Commun. 69(2): 1094-1108 (2021) - [j298]Peiwen Jiang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
Dual CNN-Based Channel Estimation for MIMO-OFDM Systems. IEEE Trans. Commun. 69(9): 5859-5872 (2021) - [j297]Junchao Shi, Wenjin Wang, Xinping Yi, Xiqi Gao, Geoffrey Ye Li:
Deep Learning-Based Robust Precoding for Massive MIMO. IEEE Trans. Commun. 69(11): 7429-7443 (2021) - [j296]Wenqian Wu, Xiqi Gao, Chen Sun, Geoffrey Ye Li:
Shallow Underwater Acoustic Massive MIMO Communications. IEEE Trans. Signal Process. 69: 1124-1139 (2021) - [j295]Huiqiang Xie, Zhijin Qin, Geoffrey Ye Li, Biing-Hwang Juang:
Deep Learning Enabled Semantic Communication Systems. IEEE Trans. Signal Process. 69: 2663-2675 (2021) - [j294]Ziyi Gong, Liang Wu, Zaichen Zhang, Jian Dang, Bingcheng Zhu, Hao Jiang, Geoffrey Ye Li:
Joint TOA and DOA Estimation With CFO Compensation Using Large-Scale Array. IEEE Trans. Signal Process. 69: 4204-4218 (2021) - [j293]Chang-Jen Wang, Chao-Kai Wen, Shang-Ho Tsai, Shi Jin, Geoffrey Ye Li:
Phase Retrieval Using Expectation Consistent Signal Recovery Algorithm Based on Hypernetwork. IEEE Trans. Signal Process. 69: 5770-5783 (2021) - [j292]Mohamed A. ElMossallamy, Karim G. Seddik, Wei Chen, Li Wang, Geoffrey Ye Li, Zhu Han:
RIS Optimization on the Complex Circle Manifold for Interference Mitigation in Interference Channels. IEEE Trans. Veh. Technol. 70(6): 6184-6189 (2021) - [j291]Qingming Wang, Hua Zhang, Jun-Bo Wang, Fan Yang, Geoffrey Ye Li:
Joint Beamforming for Integrated Mmwave Satellite-Terrestrial Self-Backhauled Networks. IEEE Trans. Veh. Technol. 70(9): 9103-9117 (2021) - [j290]Haibo Wang, Zaichen Zhang, Bingcheng Zhu, Jian Dang, Liang Wu, Lei Wang, Kehan Zhang, Yidi Zhang, Geoffrey Ye Li:
Performance Analysis of Multi-Branch Reconfigurable Intelligent Surfaces-Assisted Optical Wireless Communication System in Environment With Obstacles. IEEE Trans. Veh. Technol. 70(10): 9986-10001 (2021) - [j289]Xi Yang, Shi Jin, Geoffrey Ye Li, Xiao Li:
Asymmetrical Uplink and Downlink Transceivers in Massive MIMO Systems. IEEE Trans. Veh. Technol. 70(11): 11632-11647 (2021) - [j288]Junchao Shi, Wenjin Wang, Xinping Yi, Jiaheng Wang, Xiqi Gao, Qing Liu, Geoffrey Ye Li:
Learning to Compute Ergodic Rate for Multi-Cell Scheduling in Massive MIMO. IEEE Trans. Wirel. Commun. 20(2): 785-797 (2021) - [j287]Mengyuan Lee, Guanding Yu, Geoffrey Ye Li:
Graph Embedding-Based Wireless Link Scheduling With Few Training Samples. IEEE Trans. Wirel. Commun. 20(4): 2282-2294 (2021) - [j286]Qiang Hu, Feifei Gao, Hao Zhang, Shi Jin, Geoffrey Ye Li:
Deep Learning for Channel Estimation: Interpretation, Performance, and Comparison. IEEE Trans. Wirel. Commun. 20(4): 2398-2412 (2021) - [j285]Peiwen Jiang, Tianqi Wang, Bin Han, Xuanxuan Gao, Jing Zhang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li:
AI-Aided Online Adaptive OFDM Receiver: Design and Experimental Results. IEEE Trans. Wirel. Commun. 20(11): 7655-7668 (2021) - [j284]Zhijin Qin, Geoffrey Ye Li, Hao Ye:
Federated Learning and Wireless Communications. IEEE Wirel. Commun. 28(5): 134-140 (2021) - [j283]Wankai Tang, Xiangyu Chen, Ming Zheng Chen, Jun Yan Dai, Yu Han, Shi Jin, Qiang Cheng, Geoffrey Ye Li, Tie Jun Cui:
On Channel Reciprocity in Reconfigurable Intelligent Surface Assisted Wireless Networks. IEEE Wirel. Commun. 28(6): 94-101 (2021) - [j282]Mohamed A. ElMossallamy, Hongliang Zhang, Radwa Sultan, Karim G. Seddik, Lingyang Song, Geoffrey Ye Li, Zhu Han:
On Spatial Multiplexing Using Reconfigurable Intelligent Surfaces. IEEE Wirel. Commun. Lett. 10(2): 226-230 (2021)