Geoffrey Ye Li

1. Deep Reinforcement Learning Based Resource Allocation for V2V Communications
   2019/02/04 by Hao Ye, Geoffrey Ye Li, Biing-Hwang Fred Juang +1 · 52 citations
   Engineering · Computer Science · #Vehicular Ad Hoc Networks (VANETs) #Advanced Data and IoT Technologies #Software-Defined Networks and 5G
2. Deep Learning Enabled Semantic Communication Systems
   2021/01/01 by Huiqiang Xie, Zhijin Qin, Geoffrey Ye Li +2 · 42 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Wireless Signal Modulation Classification #Speech Recognition and Synthesis #Fractal and DNA sequence analysis
3. Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts
   2020/11/24 by Xiaohu You, Cheng‐Xiang Wang, Jie Huang +47 · 38 citations
   Engineering · #Advanced Wireless Communication Technologies #Satellite Communication Systems #UAV Applications and Optimization
4. Deep Learning-based Channel Estimation for Beamspace mmWave Massive MIMO Systems
   2018/02/05 by Hengtao He, He, Hengtao, Chao-Kai Wen +5 · 21 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Wireless Signal Modulation Classification
5. Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems
   2017/08/28 by Hao Ye, Geoffrey Ye Li, Ye, Hao +3 · 19 citations
   Computer Science · Engineering · #Advanced Wireless Communication Techniques #Blind Source Separation Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Signal Modulation Classification
6. Reconfigurable Intelligent Surfaces for Wireless Communications:\n Principles, Challenges, and Opportunities
   2020/05/02 by Mohamed A. ElMossallamy, ElMossallamy, Mohamed A., Hongliang Zhang +9 · 14 citations
   Engineering · #Advanced Wireless Communication Technologies #Advanced Antenna and Metasurface Technologies #Antenna Design and Analysis
7. Robust Semantic Communications with Masked VQ-VAE Enabled Codebook
   2022/06/08 by Qiyu Hu, Guangyi Zhang, Hu, Qiyu +9 · 16 citations
   Computer Science · Engineering · #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
8. Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
   2022/06/29 by Jiajia Guo, Chao-Kai Wen, Guo, Jiajia +5 · 12 citations
   Engineering · Computer Science · #Advanced MIMO Systems Optimization #Wireless Signal Modulation Classification #Advanced Wireless Communication Techniques
9. Wireless Semantic Communications for Video Conferencing
   2022/04/16 by Peiwen Jiang, Chao-Kai Wen, Jiang, Peiwen +5 · 9 citations
   Computer Science · #IoT and Edge/Fog Computing #Energy Efficient Wireless Sensor Networks #Advanced Image and Video Retrieval Techniques
10. Task-Oriented Multi-User Semantic Communications for VQA Task
    2021/08/16 by Huiqiang Xie, Xie, Huiqiang, Zhijin Qin +3 · 7 citations
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Advanced Image and Video Retrieval Techniques #Underwater Vehicles and Communication Systems
11. Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis
    2022/05/09 by Zhenzi Weng, Weng, Zhenzi, Zhijin Qin +9 · 8 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Advanced Data Compression Techniques
12. Beam Prediction based on Large Language Models
    2024/08/16 by Yucheng Sheng, Sheng, Yucheng, Kai Huang +9 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
13. Convolutional Neural Network based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis
    2019/06/14 by Jiajia Guo, Guo, Jiajia, Chao-Kai Wen +5 · 5 citations
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Sparse and Compressive Sensing Techniques
14. Model-Driven Deep Learning for Physical Layer Communications
    2018/09/17 by Hengtao He, He, Hengtao, Shi Jin +9 · 4 citations
    Computer Science · #Wireless Signal Modulation Classification
15. Hierarchical Codebook based Multiuser Beam Training for Millimeter Wave Massive MIMO
    2022/03/12 by Chenhao Qi, Qi, Chenhao, Kangjian Chen +5 · 5 citations
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
16. An Attention-Aided Deep Learning Framework for Massive MIMO Channel Estimation
    2021/08/21 by Jiabao Gao, Mu Hu, Gao, Jiabao +7 · 3 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
17. Vehicular Communications: A Network Layer Perspective
    2017/07/31 by Haixia Peng, Le Liang, Peng, Haixia +5 · 2 citations
    Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Mobile Ad Hoc Networks #Opportunistic and Delay-Tolerant Networks #Vehicular Ad Hoc Networks (VANETs)
18. Beam Squint and Channel Estimation for Wideband mmWave Massive MIMO-OFDM Systems
    2019/10/24 by Bolei Wang, Mengnan Jian, Feifei Gao +2 · 4 citations
    Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Electromagnetic Compatibility and Measurements
19. Federated Learning and Wireless Communications
    2020/05/11 by Zhijin Qin, Geoffrey Ye Li, Qin, Zhijin +3 · 2 citations
    Computer Science · Social Sciences · Engineering · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Wireless Communication Security Techniques
20. Beamspace Channel Estimation for Wideband Millimeter-Wave MIMO: A Model-Driven Unsupervised Learning Approach
    2020/06/30 by Hengtao He, Rui Wang, He, Hengtao +9 · 2 citations
    Engineering · #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
21. Acquisition of Channel State Information for mmWave Massive MIMO: Traditional and Machine Learning-based Approaches
    2020/06/16 by Chenhao Qi, Qi, Chenhao, Peihao Dong +9 · 3 citations
    Engineering · #Millimeter-Wave Propagation and Modeling #Microwave Engineering and Waveguides #Advanced MIMO Systems Optimization
22. Joint MIMO Precoding and Computation Resource Allocation for Dual-Function Radar and Communication Systems With Mobile Edge Computing
    2022/03/08 by Changfeng Ding, Jun-Bo Wang, Hua Zhang +2 · 3 citations
    Engineering · #Advanced SAR Imaging Techniques #Advanced Wireless Communication Technologies #Radar Systems and Signal Processing
23. Fundamental Tradeoffs on Green Wireless Networks
    2011/01/23 by Yan Chen, Chen, Yan, Shunqing Zhang +5 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Networks Research
24. Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions
    2022/12/08 by Mengyuan Lee, Lee, Mengyuan, Guanding Yu +5 · 2 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced MIMO Systems Optimization
25. Deep Plug-and-Play Prior for Multitask Channel Reconstruction in Massive MIMO Systems
    2023/08/09 by Weixiao Wan, Wan, Weixiao, Wei Chen +7 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
26. Simultaneous Beam Training and Target Sensing in ISAC Systems with RIS
    2023/11/25 by Kangjian Chen, Chenhao Qi, Chen, Kangjian +5 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
27. Modulation and Multiple Access for 5G Networks
    2017/02/21 by Yunlong Cai, Zhijin Qin, Cai, Yunlong +7 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Other Computer Science (cs.OH) #PAPR reduction in OFDM
28. A New View of Multi-User Hybrid Massive MIMO: Non-Orthogonal Angle Division Multiple Access
    2017/02/09 by Hai Lin, Feifei Gao, Lin, Hai +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Antenna Design and Optimization
29. Deep Reinforcement Learning for Resource Allocation in V2V Communications
    2017/11/02 by Hao Ye, Geoffrey Ye Li, Ye, Hao +1 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Power Line Communications and Noise #Vehicular Ad Hoc Networks (VANETs)
30. Robust Waveform Design for Integrated Sensing and Communication
    2023/10/31 by Shixiong Wang, Wang, Shixiong, Wei Dai +5 · 2 citations
    Computer Science · #Distributed Sensor Networks and Detection Algorithms
31. Channel Agnostic End-to-End Learning based Communication Systems with Conditional GAN
    2018/07/02 by Hao Ye, Geoffrey Ye Li, Ye, Hao +5 · 1 citation
    Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Information Theory (cs.IT) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification
32. Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
    2019/07/07 by Le Liang, Hao Ye, Liang, Le +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Wireless Communication Security Techniques
33. Deep Learning based Downlink Channel Prediction for FDD Massive MIMO System
    2019/08/09 by Yuwen Yang, Feifei Gao, Yang, Yuwen +5 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
34. Spatially Correlated Massive MIMO Relay Systems with Low-Resolution ADCs
    2020/04/16 by Peihao Dong, Dong, Peihao, Hua Zhang +5 · 1 citation
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Full-Duplex Wireless Communications
35. Beam Training and Tracking for Extremely Large-Scale MIMO Communications
    2023/11/25 by Kangjian Chen, Chenhao Qi, Chen, Kangjian +5 · 2 citations
    Engineering · #Antenna Design and Optimization #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques
36. Machine Learning for Beam Alignment in Millimeter Wave Massive MIMO
    2020/02/15 by Wenyan Ma, Chenhao Qi, Ma, Wenyan +3 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #FOS: Electrical engineering #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
37. An Overview of Sustainable Green 5G Networks
    2016/09/30 by Qingqing Wu, Geoffrey Ye Li, Wu, Qingqing +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Optimization and Control (math.OC)
38. Communication-Efficient ADMM-based Federated Learning
    2021/10/28 by Shenglong Zhou, Geoffrey Ye Li, Zhou, Shenglong +1 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
39. Low-Complexity Multicast Beamforming for Millimeter Wave Communications
    2022/03/12 by Zhaohui Li, Li, Zhaohui, Chenhao Qi +3 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
40. A Wireless Foundation Model for Multi-Task Prediction
    2025/07/08 by Yucheng Sheng, Sheng, Yucheng, Jiacheng Wang +11 · 7 citations
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Indoor and Outdoor Localization Technologies #Wireless Networks and Protocols
41. Performance Analysis of Multi-Cell Millimeter Wave Massive MIMO Networks with Low-Precision ADCs
    2018/10/05 by Jindan Xu, Wei Xu, Xu, Jindan +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling
42. Key Issues in Wireless Transmission for NTN-Assisted Internet of Things
    2023/11/25 by Chenhao Qi, Qi, Chenhao, Jing Wang +9 · 1 citation
    Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
43. Federated Multi-View Synthesizing for Metaverse
    2023/12/18 by Yiyu Guo, Zhijin Qin, Guo, Yiyu +5 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
44. Learning Rate-Compatible Linear Block Codes: An Auto-Encoder Based Approach
    2024/11/27 by Yukun Cheng, Cheng, Yukun, Wei Chen +7 · 2 citations
    Engineering · #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
45. BADM: Batch ADMM for Deep Learning
    2024/06/30 by Ouya Wang, Shenglong Zhou, Wang, Ouya +3 · 1 citation
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
46. Near-Field Communications for Extremely Large-Scale MIMO: A Beamspace Perspective
    2024/10/15 by Kangjian Chen, Chenhao Qi, Chen, Kangjian +7 · 1 citation
    Engineering · #Antenna Design and Analysis #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks
47. Hierarchical Wireless Foundation Model for Multi-Task Optimization
    2026/07/18 by Yangjing Wang, Ouya Wang, Shenglong Zhou +1
    #eess.SP #cs.LG