Shenghui Song
- Client-Edge-Cloud Hierarchical Federated Learning
2019/05/16 by Lumin Liu, Jun Zhang, Liu, Lumin +5 · 23 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
- Connectivity-Aware UAV Path Planning with Aerial Coverage Maps
2019/05/15 by Hongyu Yang, Jun Zhang, Yang, Hongyu +5 · 2 citations
Engineering · Computer Science · #UAV Applications and Optimization #Mobile Ad Hoc Networks #Vehicular Ad Hoc Networks (VANETs)
- Sensing Mutual Information with Random Signals in Gaussian Channels
2023/11/13 by Lei Xie, Fan Liu, Xie, Lei +7 · 5 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) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- 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
- FedDQ: Communication-Efficient Federated Learning with Descending Quantization
2021/10/05 by Linping Qu, Qu, Linping, Shenghui Song +3 · 3 citations
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
- Integrated Sensing and Communication in Coordinated Cellular Networks
2023/05/02 by Dongfang Xu, Xu, Dongfang, Chang Liu +5 · 3 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Radar Systems and Signal Processing #Signal Processing (eess.SP) #electronic engineering #information engineering
- 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
- Sensing-aided Near-Field Secure Communications with Mobile Eavesdroppers
2024/08/25 by Yiming Xu, Mingxuan Zheng, Xu, Yiming +7 · 4 citations
Computer Science · Engineering · #Cognitive Radio Networks and Spectrum Sensing #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #Systems and Control (eess.SY) #Wireless Communication Security Techniques #electronic engineering #information engineering
- Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design
2023/12/23 by Dongfang Xu, Yiming Xu, Xu, Dongfang +7 · 3 citations
Engineering · #Radar Systems and Signal Processing
- Sensing-assisted Robust SWIPT for Mobile Energy Harvesting Receivers in Networked ISAC Systems
2024/02/15 by Yiming Xu, Xu, Yiming, Dongfang Xu +3 · 3 citations
Engineering · #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Innovative Energy Harvesting Technologies #Signal Processing (eess.SP) #Wireless Power Transfer Systems #electronic engineering #information engineering
- Interference Mitigation for Network-Level ISAC: An Optimization Perspective
2024/02/15 by Dongfang Xu, Xu, Dongfang, Yiming Xu +9 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Mobile Agent-Based Network Management #Signal Processing (eess.SP) #Software-Defined Networks and 5G #Stability and Control of Uncertain Systems #electronic engineering #information engineering
- 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
- Resource Allocation Design for Next-Generation Multiple Access: A Tutorial Overview
2024/07/03 by Zhiqiang Wei, Wei, Zhiqiang, Dongfang Xu +9 · 2 citations
Computer Science · Engineering · #Age of Information Optimization #Advanced Wireless Network Optimization #Wireless Communication Networks Research
- Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication
2023/05/09 by Yiming Xu, Dongfang Xu, Xu, Yiming +5 · 1 citation
Computer Science · Engineering · #Antenna Design and Optimization #Direction-of-Arrival Estimation Techniques #FOS: Electrical engineering #Radar Systems and Signal Processing #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
2025/05/05 by Kai Zhang, Wentao Yu, Zhang, Kai +9 · 7 citations
Engineering · Physics and Astronomy · #FOS: Electrical engineering #Photonic and Optical Devices #Signal Processing (eess.SP) #Superconducting and THz Device Technology #Terahertz technology and applications #electronic engineering #information engineering
- SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling
2022/07/23 by Ho Man Kwan, Kwan, Ho Man, Shenghui Song +1 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
2025/03/19 by Kai Zhang, Zhang, Kai, Hengtao He +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
- FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning
2023/12/28 by Ho Man Kwan, Shenghui Song, Kwan, Ho Man +1 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- 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
- Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection
2024/02/15 by Zhuang, Wenhao, Yuyi Mao, Hengtao He +10 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Optical Systems and Laser Technology #Signal Processing (eess.SP) #electronic engineering #information engineering
- 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
- Sensing Mutual Information with Random Signals in Gaussian Channels: Bridging Sensing and Communication Metrics
2024/02/06 by Lei Xie, Fan Liu, Xie, Lei +5 · 1 citation
Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks
2024/11/12 by Tianqu Kang, Zixin Wang, Kang, Tianqu +9 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cognitive Radio Networks and Spectrum Sensing #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Wireless Networks and Protocols #electronic engineering #information engineering
- 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
- Task-Oriented Communication with Hybrid-Precision Models
2026/07/18 by Songjie Xie, Wei Guo, Shenghui Song +3
#eess.SP #cs.DC