Guangxu Zhu

1. Broadband Analog Aggregation for Low-Latency Federated Edge Learning (Extended Version)
   2018/12/30 by Guangxu Zhu, Zhu, Guangxu, Yong Wang +3 · 21 citations
   Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Distributed Sensor Networks and Detection Algorithms
2. Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication
   2021/10/06 by Zhonghao Lyu, Lyu, Zhonghao, Guangxu Zhu +3 · 19 citations
   Engineering · #UAV Applications and Optimization #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies
3. One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis
   2020/01/16 by Guangxu Zhu, Zhu, Guangxu, Yuqing Du +5 · 16 citations
   Computer Science · Engineering · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Wireless Communication Security Techniques #and Cluster Computing (cs.DC) #electronic engineering #information engineering
4. Towards an Intelligent Edge: Wireless Communication Meets Machine Learning
   2018/09/02 by Guangxu Zhu, Dongzhu Liu, Zhu, Guangxu +9 · 9 citations
   Computer Science · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Signal Processing (eess.SP) #electronic engineering #information engineering
5. MIMO Over-the-Air Computation for High-Mobility Multi-Modal Sensing
   2018/03/29 by Guangxu Zhu, Zhu, Guangxu, Kaibin Huang +1 · 6 citations
   Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling
6. Optimized Power Control Design for Over-the-Air Federated Edge Learning
   2021/06/17 by Xiaowen Cao, Cao, Xiaowen, Guangxu Zhu +6 · 10 citations
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
7. Task-Oriented Over-the-Air Computation for Multi-Device Edge AI
   2022/11/02 by Dingzhu Wen, Xiang Jiao, Wen, Dingzhu +9 · 9 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Integrated Sensing and Communication for Low Altitude Economy: Opportunities and Challenges
   2025/04/07 by Yihang Jiang, Xiaoyang Li, Guangxu Zhu +6 · 24 citations
   Engineering · #Aerospace Engineering and Energy Systems
9. Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
   2022/07/03 by Dingzhu Wen, Peixi Liu, Wen, Dingzhu +11 · 7 citations
   Engineering · #Advanced SAR Imaging Techniques #Sparse and Compressive Sensing Techniques #Indoor and Outdoor Localization Technologies
10. Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding
    2023/04/05 by Zhonghao Lyu, Lyu, Zhonghao, Guangxu Zhu +7 · 6 citations
    Computer Science · Engineering · #AI in cancer detection #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification
11. Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G
    2022/11/04 by Guangxu Zhu, Zhu, Guangxu, Zhonghao Lyu +13 · 6 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Wireless Body Area Networks
12. Transmission Power Control for Over-the-Air Federated Averaging at Network Edge
    2021/11/10 by Cao Xiaowen, Cao, Xiaowen, Guangxu Zhu +5 · 5 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Advanced Memory and Neural Computing
13. 6G Non-Terrestrial Networks Enabled Low-Altitude Economy: Opportunities and Challenges
    2023/11/15 by Yihang Jiang, Jiang, Yihang, Xiaoyang Li +11 · 5 citations
    Economics, Econometrics and Finance · Engineering · #Air Traffic Management and Optimization #Aviation Industry Analysis and Trends #FOS: Computer and information sciences #Information Theory (cs.IT) #UAV Applications and Optimization
14. Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm
    2024/04/01 by Zhonghao Lyu, Lyu, Zhonghao, Yuchen Li +9 · 6 citations
    Computer Science · #Online Learning and Analytics
15. Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends
    2021/06/29 by Zhiqin Wang, Wang, Zhiqin, Kaifeng Han +13 · 3 citations
    Engineering · Computer Science · #Advanced Wireless Communication Technologies #Wireless Body Area Networks #IoT and Edge/Fog Computing
16. Integrated Sensing, Communication, and Computation Over-the-Air: MIMO Beamforming Design
    2022/01/29 by Xiaoyang Li, Fan Liu, Li, Xiaoyang +11 · 3 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Radar Systems and Signal Processing #Signal Processing (eess.SP) #electronic engineering #information engineering
17. Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning
    2018/08/07 by Jiayao Zhang, Zhang, Jiayao, Guangxu Zhu +4 · 3 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Spatial Cognition and Navigation #electronic engineering #information engineering
18. Edge Perception: Intelligent Wireless Sensing at Network Edge
    2024/10/28 by Yuanhao Cui, Xiaowen Cao, Cui, Yuanhao +7 · 7 citations
    Computer Science · #Energy Efficient Wireless Sensor Networks
19. CSI-BERT2: A BERT-inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing
    2024/12/09 by Zijian Zhao, Fanyi Meng, Zhao, Zijian +8 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
20. Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks
    2018/12/06 by Dingzhu Wen, Guangxu Zhu, Wen, Dingzhu +3 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
21. Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN
    2024/02/05 by Zezhong Zhang, Zhang, Zezhong, Guangxu Zhu +5 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Speech and Audio Processing #electronic engineering #information engineering
22. Beamforming Design for Semantic-Bit Coexisting Communication System
    2024/03/18 by Maojun Zhang, Guangxu Zhu, Zhang, Maojun +11 · 3 citations
    Computer Science · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
23. Wireless Image Transmission with Semantic and Security Awareness
    2022/12/01 by Maojun Zhang, Yang Li, Zhang, Maojun +7 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
24. Wirelessly Powered Data Aggregation for IoT via Over-the-Air Functional Computation: Beamforming and Power Control
    2018/08/14 by Xiaoyang Li, Li, Xiaoyang, Guangxu Zhu +5 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT)
25. pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving
    2024/05/07 by Wei-Bin Kou, Qingfeng Lin, Kou, Wei-Bin +18 · 3 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Robotics (cs.RO) #and Cluster Computing (cs.DC)
26. FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding
    2024/07/01 by Wei-Bin Kou, Qingfeng Lin, Kou, Wei-Bin +9 · 3 citations
    Computer Science · Engineering · Social Sciences · #Computational and Text Analysis Methods #FOS: Computer and information sciences #Music and Audio Processing #Robotics (cs.RO) #Traffic Prediction and Management Techniques
27. Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving
    2024/09/29 by Wei-Bin Kou, Kou, Wei-Bin, Qingfeng Lin +11 · 3 citations
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Robotics (cs.RO) #Stochastic Gradient Optimization Techniques
28. Task-Oriented Integrated Sensing, Computation and Communication for Wireless Edge AI
    2023/06/11 by Xing Hong, Xing, Hong, Guangxu Zhu +9 · 2 citations
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #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) #electronic engineering #information engineering
29. Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning
    2022/08/07 by Zezhong Zhang, Zhang, Zezhong, Guangxu Zhu +3 · 1 citation
    Computer Science · Engineering · #Cognitive Radio Networks and Spectrum Sensing #Advanced MIMO Systems Optimization #Indoor and Outdoor Localization Technologies
30. Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis
    2021/04/20 by Zezhong Zhang, Guangxu Zhu, Zhang, Zezhong +7 · 1 citation
    Computer Science · #Blind Source Separation Techniques #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Neural Networks and Applications #Parallel #Signal Processing (eess.SP) #Speech and Audio Processing #and Cluster Computing (cs.DC) #electronic engineering #information engineering
31. 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
32. FeedSign: Robust Full-parameter Federated Fine-tuning of Large Models with Extremely Low Communication Overhead of One Bit
    2025/01/29 by Zhijie Cai, Haolong Chen, Cai, Zhijie +3 · 1 citation
    Computer Science · #Stochastic Gradient Optimization Techniques #Parallel Computing and Optimization Techniques #Neural Networks and Applications
33. Enhancing Large Vision Model in Street Scene Semantic Understanding through Leveraging Posterior Optimization Trajectory
    2025/01/03 by Wei-Bin Kou, Kou, Wei-Bin, Qingfeng Lin +12 · 1 citation
    Computer Science · #Video Surveillance and Tracking Methods
34. AirMoE: Statistic-Augmented Over-the-Air MoE for Collaborative Intelligence
    2026/07/18 by Wei-Bin Kou, Jingreng Lei, Guangxu Zhu +1
    #cs.DC