Khaled B. Letaief

1. Client-Edge-Cloud Hierarchical Federated Learning
   2019/05/16 by Lumin Liu, Jun Zhang, Liu, Lumin +5 · 19 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
2. Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
   2021/11/08 by Khaled B. Letaief, Yuanming Shi, Jianmin Lu +1 · 20 citations
   Engineering · #Advanced Wireless Communication Technologies #IoT Networks and Protocols #Advanced Data and IoT Technologies
3. Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
   2021/11/24 by Khaled B. Letaief, Letaief, Khaled B., Yuanming Shi +5 · 18 citations
   Engineering · #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #Wireless Communication Security Techniques
4. Communication-Efficient Edge AI: Algorithms and Systems
   2020/02/22 by Yuanming Shi, Shi, Yuanming, Kai Yang +7 · 15 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Wireless Communication Security Techniques #electronic engineering #information engineering
5. Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
   2020/07/15 by Yifei Shen, Shen, Yifei, Yuanming Shi +5 · 13 citations
   Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Graph Neural Networks #Millimeter-Wave Propagation and Modeling
6. A Survey on Integrated Sensing, Communication, and Computation
   2024/08/15 by Dingzhu Wen, Wen, Dingzhu, Yong Zhou +9 · 31 citations
   Computer Science · #Energy Efficient Wireless Sensor Networks
7. When Large Language Model Agents Meet 6G Networks: Perception, Grounding, and Alignment
   2024/01/15 by Minrui Xu, Dusit Niyato, Xu, Minrui +13 · 18 citations
   Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Tracheal and airway disorders
8. Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
   2023/07/06 by Yifei Shen, Shen, Yifei, Jiawei Shao +13 · 13 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
9. Graph Neural Networks for Wireless Communications: From Theory to Practice
   2022/03/21 by Yifei Shen, Shen, Yifei, Jun Zhang +5 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #Energy Efficient Wireless Sensor Networks #Machine Learning and ELM
10. RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications
    2023/09/30 by Enyu Shi, Shi, Enyu, Jiayi Zhang +13 · 13 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
11. Task-Oriented Communications for 6G: Vision, Principles, and Technologies
    2023/03/20 by Yuanming Shi, Shi, Yuanming, Yong Zhou +9 · 10 citations
    Engineering · Neuroscience · #Advanced Wireless Communication Technologies #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT)
12. Task-Oriented Multi-User Semantic Communications
    2021/12/19 by Huiqiang Xie, Zhijin Qin, Xie, Huiqiang +5 · 7 citations
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Advanced Image and Video Retrieval Techniques #Advanced Data and IoT Technologies
13. Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges
    2022/05/31 by Lei Xie, Xie, Lei, S. H. Song +5 · 7 citations
    Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
14. Age-upon-Decisions Minimizing Scheduling in Internet of Things: To be Random or to be Deterministic?
    2019/10/24 by Yunquan Dong, Zhengchuan Chen, Dong, Yunquan +7 · 5 citations
    Computer Science · Medicine · #Age of Information Optimization #Congenital Heart Disease Studies #Distributed Sensor Networks and Detection Algorithms
15. Semantic Communication Meets Edge Intelligence
    2022/02/14 by Wanting Yang, Zi Qin Liew, Yang, Wanting +13 · 5 citations
    Computer Science · #IoT and Edge/Fog Computing #Big Data and Digital Economy #Cognitive Computing and Networks
16. Generative AI for Secure Physical Layer Communications: A Survey
    2024/02/21 by Changyuan Zhao, Zhao, Changyuan, Hongyang Du +14 · 9 citations
    Computer Science · Engineering · #Cellular Automata and Applications #Wireless Communication Security Techniques
17. Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks
    2024/06/17 by Kangwei Qi, Qiong Wu, Qi, Kangwei +11 · 8 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
18. Perceptive Mobile Network with Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing
    2021/12/29 by Lei Xie, Xie, Lei, Peilan Wang +5 · 4 citations
    Engineering · #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
19. Multi-Channel Attentive Feature Fusion for Radio Frequency Fingerprinting
    2023/03/19 by Yuan Zeng, Zeng, Yuan, Yi Gong +13 · 4 citations
    Computer Science · #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
20. A Survey on Mobile Edge Computing: The Communication Perspective
    2017/01/04 by Yuyi Mao, Mao, Yuyi, Changsheng You +7 · 4 citations
    Computer Science · Engineering · #Caching and Content Delivery #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #IoT and Edge/Fog Computing
21. Large Language Model (LLM)-enabled Graphs in Dynamic Networking
    2024/07/30 by Geng Sun, Sun, Geng, Yixian Wang +11 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
22. A GAN-based Semantic Communication for Text without CSI
    2023/12/28 by Jin Mao, Ke Xiong, Mao, Jin +11 · 4 citations
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Telecommunications and Broadcasting Technologies
23. Fundamental Limits of Non-Centered Non-Separable Channels and Their Application in Holographic MIMO Communications
    2023/04/01 by Xin Zhang, Zhang, Xin, Shenghui Song +3 · 3 citations
    Engineering · #Antenna Design and Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Radio Frequency Integrated Circuit Design #Wireless Body Area Networks
24. GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection
    2022/05/21 by Hengtao He, He, Hengtao, Alva Kosasih +11 · 2 citations
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Wireless Signal Modulation Classification #Advanced Wireless Communication Technologies
25. Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems
    2023/02/14 by Hengtao He, Xianghao Yu, He, Hengtao +7 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization
26. Scalable Coordinated Beamforming for Dense Wireless Cooperative Networks
    2014/05/13 by Yuanming Shi, Shi, Yuanming, Jun Zhang +3 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Antenna Design and Optimization
27. Satellite Federated Edge Learning: Architecture Design and Convergence Analysis
    2024/04/02 by Yuanming Shi, Li Zeng, Shi, Yuanming +9 · 3 citations
    Engineering · #Satellite Communication Systems #IoT Networks and Protocols #Spacecraft Design and Technology
28. Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing
    2024/07/11 by Cui Zhang, Wenjun Zhang, Zhang, Cui +11 · 3 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Vehicular Ad Hoc Networks (VANETs) #Traffic Prediction and Management Techniques
29. Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning
    2024/11/07 by Zhang, Wenjun, Qiong Wu, Pingyi Fan +9 · 3 citations
    Computer Science · Engineering · #Advanced Optical Network Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Mobile Agent-Based Network Management #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Software-Defined Networks and 5G #electronic engineering #information engineering
30. Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems
    2017/02/03 by Yuyi Mao, Mao, Yuyi, Jun Zhang +5 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #IoT and Edge/Fog Computing
31. Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services
    2024/11/03 by Liu Zhang, Hongyang Du, Liu, Zhang +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
32. The Roadmap to 6G: AI Empowered Wireless Networks
    2019/08/01 by Khaled B. Letaief, Wei Chen, Yuanming Shi +2 · 1 citation
33. Hybrid Beamforming for 5G and Beyond Millimeter-Wave Systems: A Holistic View
    2019/11/07 by Jun Zhang, Zhang, Jun, Xianghao Yu +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
34. Sparse Optimization for Green Edge AI Inference
    2020/02/24 by Xiangyu Yang, Sheng Hua, Yang, Xiangyu +9 · 1 citation
    Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Antenna Design and Optimization
35. Over-the-Air Computation via Reconfigurable Intelligent Surface
    2021/05/11 by Wenzhi Fang, Yuning Jiang, Fang, Wenzhi +9 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Underwater Vehicles and Communication Systems
36. Semantic-Aware Spectrum Sharing in Internet of Vehicles Based on Deep Reinforcement Learning
    2024/06/11 by Zhiyu Shao, Shao, Zhiyu, Qiong Wu +11 · 5 citations
    Computer Science · Neuroscience · Social Sciences · #Advanced Computing and Algorithms #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Technology and Security Systems
37. Toward Scalable Generative AI via Mixture of Experts in Mobile Edge Networks
    2024/02/10 by Jiacheng Wang, Hongyang Du, Wang, Jiacheng +11 · 2 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks
38. Communication-Efficient Federated Learning with Dual-Side Low-Rank Compression
    2021/04/26 by Zhefeng Qiao, Xianghao Yu, Qiao, Zhefeng +5 · 1 citation
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques #and Cluster Computing (cs.DC)
39. AI and Deep Learning for Terahertz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models
    2024/12/13 by Wen‐Tao Yu, Yu, Wentao, Hengtao He +11 · 2 citations
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Gyrotron and Vacuum Electronics Research #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Terahertz technology and applications #electronic engineering #information engineering
40. URLLC-Awared Resource Allocation for Heterogeneous Vehicular Edge Computing
    2023/11/30 by Qiong Wu, Wenhua Wang, Wu, Qiong +9 · 2 citations
    Computer Science · #Age of Information Optimization #FOS: Electrical engineering #IoT and Edge/Fog Computing #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
41. Mobile Cell-Free Massive MIMO: Challenges, Solutions, and Future Directions
    2023/02/06 by Jiakang Zheng, Zheng, Jiakang, Jiayi Zhang +11 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT)
42. Enhancing Physical Layer Communication Security through Generative AI with Mixture of Experts
    2024/05/07 by Changyuan Zhao, Hongyang Du, Zhao, Changyuan +14 · 2 citations
    Computer Science · Physics and Astronomy · #Cellular Automata and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Opinion Dynamics and Social Influence
43. Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques
    2023/09/18 by Wentao Yu, Yifan Ma, Yu, Wentao +9 · 1 citation
    Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #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
44. Integrating Sensing, Communication, and Power Transfer: From Theory to Practice
    2023/11/15 by Xiaoyang Li, Li, Xiaoyang, Zidong Han +14 · 1 citation
    Engineering · #Energy Harvesting in Wireless Networks #RFID technology advancements #Microwave Imaging and Scattering Analysis
45. Resource Allocation for Near-Field Communications: Fundamentals, Tools, and Outlooks
    2023/10/27 by Bokai Xu, Jiayi Zhang, Xu, Bokai +13 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
46. Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
    2025/03/19 by Kai Zhang, Hengtao He, Zhang, Kai +7 · 2 citations
    Computer Science · Engineering · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Signal Processing (eess.SP) #Wireless Body Area Networks #Wireless Networks and Protocols #and Cluster Computing (cs.DC) #electronic engineering #information engineering
47. Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
    2025/05/08 by Erqiang Tang, Tang, Erqiang, Guo, Wei +8 · 3 citations
    Engineering · Mathematics · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications #electronic engineering #information engineering
48. Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO
    2023/12/21 by Ruoxiao Cao, Cao, Ruoxiao, Hengtao He +13 · 1 citation
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
49. A Robust Semantic Communication System for Image
    2024/03/14 by Xiang Peng, Peng, Xiang, Zhijin Qin +7 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques
50. A Robust Image Semantic Communication System With Multi-Scale Vision Transformer
    2025/04/01 by Xiang Peng, Zhijin Qin, Xiaoming Tao +2 · 2 citations
51. High-Dimensional CSI Acquisition in Massive MIMO: Sparsity-Inspired Approaches
    2015/05/03 by Juei-Chin Shen, Shen, Juei-Chin, Jun Zhang +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Full-Duplex Wireless Communications #Energy Harvesting in Wireless Networks
52. Enhanced Velocity-Adaptive Scheme: Joint Fair Access and Age of Information Optimization in Vehicular Networks
    2025/07/24 by Xiao Xu, Qiong Wu, Xu, Xiao +10 · 1 citation
    Computer Science · Engineering · Psychology · #Age of Information Optimization #Cognitive Functions and Memory #FOS: Computer and information sciences #IoT Networks and Protocols #Networking and Internet Architecture (cs.NI)
53. Task-Oriented Communication with Hybrid-Precision Models
    2026/07/18 by Songjie Xie, Wei Guo, Shenghui Song +3
    #eess.SP #cs.DC
54. Task-Oriented Precoding for Edge Inference over Large-Scale MIMO Systems
    2026/07/20 by Hongru Li, Zeyan Zhuang, Zixin Wang +4
    #cs.IT #eess.SP #math.IT
55. Active Movable-Element RIS Assisted Vehicular Semantic Communications: Modeling and Optimization
    2026/07/29 by Maoxin Ji, Qiong Wu, Jingbo Zhang +5
    Computer Science · Engineering · #cs.NI #eess.SP