Shenghui Song

283 papers A* 1A 2B 39C 3Misc 1Journal 191Unranked 46
YearRankTypeTitle / Venue / Authors
2026 J jnl
Communication-Efficient Multi-Modal Edge Inference via Uncertainty-Aware Distributed Learning.
CoRR
Hang Zhao, Hongru Li, Dongfang Xu, Shenghui Song, Khaled B. Letaief
2026 J jnl
Fluid Antenna Meets RIS: Random Matrix Analysis and Two-Timescale Design for Multi-User Communications.
IEEE J. Sel. Areas Commun.
Xin Zhang, Dongfang Xu, Jingjing Wang, Shenghui Song, Derrick Wing Kwan Ng, Mérouane Debbah
2026 J jnl
Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks.
IEEE J. Sel. Areas Commun.
Tianyi Liao, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2026 J jnl
Joint Radiation Power, Antenna Position, and Beamforming Optimization for Pinching-Antenna Systems With Motion Power Consumption.
IEEE Trans. Wirel. Commun.
Yiming Xu, Dongfang Xu, Xianghao Yu, Shenghui Song, Zhiguo Ding, Robert Schober
2026 J jnl
MSTAN: A multi-scale temporal attention network for stock prediction.
Inf. Sci.
Yunzhu Chen, Neng Ye, Wenyu Zhang, Shenghui Song, Xiangming Li
2026 J jnl
Modular Foundation Model Inference at the Edge: Network-Aware Microservice Optimization.
CoRR
Juan Zhu, Zixin Wang, Shenghui Song, Jun Zhang, Khaled Ben Letaief
2026 J jnl
Multi-modal Data Driven Virtual Base Station Construction for Massive MIMO Beam Alignment.
CoRR
Yijie Bian, Wei Guo, Jie Yang, Shenghui Song, Jun Zhang, Shi Jin, Khaled B. Letaief
2026 J jnl
Mutual Information-Empowered Task-Oriented Communication: Principles, Applications and Challenges.
IEEE Commun. Mag.
Hongru Li, Songjie Xie, Jiawei Shao, Zixin Wang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2026 J jnl
Random Matrix Analysis of Secrecy Outage Probability for MISO Systems With RZF Precoding.
IEEE Trans. Commun.
Xin Zhang, Jingjing Wang, Shenghui Song, Mérouane Debbah
2026 J jnl
Rethinking Mutual Coupling in Movable Antenna MIMO Systems.
CoRR
Tianyi Liao, Wei Guo, Jun Qian, Shenghui Song, Jun Zhang, Khaled B. Letaief
2026 J jnl
Sensing Mutual Information for Communication Signal with Deterministic Pilots and Random Data Payloads.
CoRR
Lei Xie, Hengtao He, Jun Tong, Fan Liu, Shenghui Song
2025 B conf
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models.
GLOBECOM
Erqiang Tang, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models.
CoRR
Erqiang Tang, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Adaptive Sensing Performance Design for Enhancing Secure Communication in Networked ISAC Systems.
CoRR
Yiming Xu, Dongfang Xu, Shenghui Song, Dusit Niyato
2025 B conf
Asymptotics of Spiked Covariance Model with Random Projection.
ISIT
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song
2025 J jnl
Bistatic Target Detection by Exploiting Both Deterministic Pilots and Unknown Random Data Payloads.
CoRR
Lei Xie, Fan Liu, Shenghui Song, Shi Jin
2025 B conf
Capacity of Holographic MIMO Systems with Mutual Coupling.
ISIT
Xin Zhang, Zeyan Zhuang, Shenghui Song, Chau Yuen, Mérouane Debbah
2025 J jnl
Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach.
IEEE Trans. Mob. Comput.
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Ross D. Murch, Khaled B. Letaief
2025 J jnl
Client Selection for Federated Policy Optimization with Environment Heterogeneity.
J. Mach. Learn. Res.
Zhijie Xie, Shenghui Song
2025 J jnl
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks.
CoRR
Kai Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks.
IEEE J. Sel. Top. Signal Process.
Kai Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Correction: Humanoid robot-empowered language learning based on self-determination theory.
Educ. Inf. Technol.
Ka Yan Fung, Lik Hang Lee, Kuen Fung Sin, Shenghui Song, Huamin Qu
2025 J jnl
Decentralized MIMO Systems With Imperfect CSI Using LMMSE Receivers.
IEEE J. Sel. Top. Signal Process.
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song, Yonina C. Eldar
2025 J jnl
Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques.
IEEE Commun. Mag.
Wentao Yu, Yifan Ma, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Distributed On-Device LLM Inference With Over-the-Air Computation.
CoRR
Kai Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 — conf
Distributed on-Device LLM Inference with Over-the-Air Computation.
ICC
Kai Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 A* conf
DysVis: A User-Centred Data Visualization System for Dyslexia Pre-screening.
CHI
Ka Yan Fung, Lik Hang Lee, Linping Yuan, Kwong Chiu Fung, Kuen Fung Sin, Tze-Leung Rick Lui, Huamin Qu, Shenghui Song
2025 J jnl
Exploring the impact of robot interaction on learning engagement: a comparative study of two multi-modal robots.
Smart Learn. Environ.
Ka Yan Fung, Kwong Chiu Fung, Tze-Leung Rick Lui, Kuen Fung Sin, Lik Hang Lee, Huamin Qu, Shenghui Song
2025 B conf
FAS-RIS-Aided Multi-User Systems With Linear Precoding: Random Matrix Analysis and Two-Timescale Design.
GLOBECOM
Xin Zhang, Dongfang Xu, Jingjing Wang, Shenghui Song, Chi-Ying Tsui, Derrick Wing Kwan Ng, Mérouane Debbah
2025 J jnl
FedLAM: Low-latency Wireless Federated Learning via Layer-wise Adaptive Modulation.
CoRR
Linping Qu, Shenghui Song, Chi-Ying Tsui
2025 — conf
Federated Low-Rank Adaptation with Differential Privacy for Wireless Networks.
MeditCom
Tianqu Kang, Zixin Wang, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief
2025 J jnl
Fluid Antenna Meets RIS: Random Matrix Analysis and Two-Timescale Design for Multi-User Communications.
CoRR
Xin Zhang, Dongfang Xu, Jingjing Wang, Shenghui Song, Derrick Wing Kwan Ng, Mérouane Debbah
2025 B conf
Fluid Antenna-Assisted MU-MIMO Systems with Decentralized Baseband Processing.
GLOBECOM
Tianyi Liao, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Fluid Antenna-Assisted MU-MIMO Systems with Decentralized Baseband Processing.
CoRR
Tianyi Liao, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 B conf
Fractional Delay and Doppler Estimation for OTFS Systems with Doppler Squint Effect.
WCNC
Meiying Zhang, Ruoxiao Cao, Jun Qian, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Fundamental Limits of Non-Centered Non-Separable Channels and Their Application in Holographic MIMO Communications.
IEEE Trans. Inf. Theory
Xin Zhang, Shenghui Song, Khaled B. Letaief
2025 J jnl
Fundamental Limits of Two-Hop MIMO Channels: An Asymptotic Approach.
IEEE Trans. Inf. Theory
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song
2025 — conf
HaDP: Edge Inference via Hardness-Aware Data Partitioning.
MeditCom
Chun Wui Winton Lam, Dongfang Xu, Shenghui Song
2025 J jnl
Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks.
CoRR
Tianyi Liao, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Joint Beamforming and Power Allocation Strategy for NOMA Empowered ISAC Systems.
IEEE Trans. Veh. Technol.
Zhanyuan Xie, Randall Li, Yi Gu, Zheng Jiang, Jianchi Zhu, Peng Chen, Shenghui Song
2025 J jnl
Joint Radiation Power, Antenna Position, and Beamforming Optimization for Pinching-Antenna Systems with Motion Power Consumption.
CoRR
Yiming Xu, Dongfang Xu, Xianghao Yu, Shenghui Song, Zhiguo Ding, Robert Schober
2025 B conf
LDPC Code Optimisation for OTFS Modulation with MP Detection.
GLOBECOM
Chong Zhang, Shenghui Song, Chi-Ying Tsui, Jinhong Yuan
2025 J jnl
Low-Complexity CSI Feedback for FDD Massive MIMO Systems via Learning to Optimize.
IEEE Trans. Wirel. Commun.
Yifan Ma, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks.
IEEE Trans. Wirel. Commun.
Lei Xie, Hengtao He, Shenghui Song, Yonina C. Eldar
2025 J jnl
Motivating Students With Different Needs to Learn Chinese in a Mixed-Background Classroom by Robot-Assisted Learning.
IEEE Trans. Learn. Technol.
Ka Yan Fung, Kwong Chiu Fung, Tze-Leung Rick Lui, Kuen Fung Sin, Lik-Hang Lee, Huamin Qu, Shenghui Song
2025 — conf
Multi-Modal Self-Supervised Semantic Communication.
MeditCom
Hang Zhao, Hongru Li, Dongfang Xu, Shenghui Song, Khaled B. Letaief
2025 J jnl
Multi-Modal Self-Supervised Semantic Communication.
CoRR
Hang Zhao, Hongru Li, Dongfang Xu, Shenghui Song, Khaled B. Letaief
2025 J jnl
Multiantenna UAV-Assisted Hybrid FSO/RF Data Collection for IoT: Optimal Design for Fairness.
IEEE Trans. Aerosp. Electron. Syst.
Fang Xu, Zhijie Xie, Kai Hu, Yu Liu, Shenghui Song, Thomas Aaron Gulliver, Yiyuan Xie, Yandong Yang, Bin Duo, Yuanchen Wang
2025 B conf
Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems.
PIMRC
Kai Zhang, Wentao Yu, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks.
CoRR
Kai Zhang, Wentao Yu, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Mutual Information-Empowered Task-Oriented Communication: Principles, Applications and Challenges.
CoRR
Hongru Li, Songjie Xie, Jiawei Shao, Zixin Wang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Near-Field Communication with Massive Movable Antennas: An Electrostatic Equilibrium Perspective.
CoRR
Shicong Liu, Xianghao Yu, Shenghui Song, Khaled B. Letaief
2025 J jnl
Open-Source Edge AI for 6G Wireless Networks.
IEEE Netw.
Liqiang Zhao, Yunfeng Wang, Xiaoli Chu, Shenghui Song, Yansha Deng, Arumugam Nallanathan, George K. Karagiannidis
2025 J jnl
RIS-Aided Secure Communications With Regularized Zero-Forcing Precoding.
IEEE Trans. Inf. Forensics Secur.
Xin Zhang, Dongfang Xu, Jingjing Wang, Chunxiao Jiang, Shenghui Song, Marco Di Renzo
2025 J jnl
ROI-based Deep Image Compression with Implicit Bit Allocation.
CoRR
Kai Hu, Han Wang, Renhe Liu, Zhilin Li, Shenghui Song, Yu Liu
2025 — conf
Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?
ICC
Hongru Li, Hang Zhao, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?
CoRR
Hongru Li, Hang Zhao, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Sensing Mutual Information With Random Signals in Gaussian Channels.
IEEE Trans. Commun.
Lei Xie, Fan Liu, Jiajin Luo, Shenghui Song
2025 J jnl
Sensing-Aided Near-Field Secure Communications With Mobile Eavesdroppers.
IEEE Trans. Wirel. Commun.
Yiming Xu, Mingxuan Zheng, Dongfang Xu, Shenghui Song, Daniel Benevides da Costa
2025 J jnl
Sensing-Assisted Robust SWIPT for Mobile Energy Harvesting Receivers in Networked ISAC Systems.
IEEE Trans. Wirel. Commun.
Yiming Xu, Dongfang Xu, Shenghui Song
2025 J jnl
Tackling Distribution Shifts in Task-Oriented Communication With Information Bottleneck.
IEEE J. Sel. Areas Commun.
Hongru Li, Jiawei Shao, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
The Actor-Critic Update Order Matters for PPO in Federated Reinforcement Learning.
CoRR
Zhijie Xie, Shenghui Song
2025 J jnl
Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication With Visual Feature Alignment.
IEEE J. Sel. Areas Commun.
Songjie Xie, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2025 J jnl
Two-Timescale Optimization for E2E Network Slicing-Aided Cloud-Edge Collaborative Networks.
IEEE Trans. Veh. Technol.
Yunfeng Wang, Liqiang Zhao, Xiaoli Chu, Shenghui Song, Yansha Deng, Arumugam Nallanathan, Guorong Zhou
2024 C conf
A Robot-Assisted Scenario Training for Students with ASD.
ICCE
Ka Yan Fung, Kwong Chiu Fung, Tze-Leung Rick Lui, Feifan Pang, Huamin Qu, Shenghui Song, Kuen Fung Sin
2024 J jnl
AI and Deep Learning for THz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models.
CoRR
Wentao Yu, Hengtao He, Shenghui Song, Jun Zhang, Linglong Dai, Lizhong Zheng, Khaled B. Letaief
2024 J jnl
AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions.
IEEE Commun. Surv. Tutorials
Huixian Gu, Liqiang Zhao, Zhu Han, Gan Zheng, Shenghui Song
2024 B conf
Active IRS-Aided MIMO Communications: How Much Gain Can We Get?
WCNC
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song
2024 J jnl
Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection.
CoRR
Wenhao Zhuang, Yuyi Mao, Hengtao He, Lei Xie, Shenghui Song, Yao Ge, Zhi Ding
2024 J jnl
Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection.
IEEE Wirel. Commun. Lett.
Wenhao Zhuang, Yuyi Mao, Hengtao He, Lei Xie, Shenghui Song, Yao Ge, Zhi Ding
2024 C conf
Asymmetric Neural Image Compression with High-Preserving Information.
ISCAS
Kai Hu, Yu Liu, Fang Xu, Renhe Liu, Han Wang, Shenghui Song
2024 J jnl
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO.
IEEE J. Sel. Top. Signal Process.
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief
2024 J jnl
Can Underprivileged Children Learn Effectively at Home? A Six-Month Study of Game-Based Traditional Chinese Learning During the Pandemic Lockdown.
IEEE Trans. Learn. Technol.
Ka Yan Fung, Lik-Hang Lee, Pan Hui, Shenghui Song
2024 J jnl
Communication-Efficient Federated Distillation: Theoretical Analysis and Performance Enhancement.
IEEE Internet Things J.
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024 C conf
Create-to-learn Paradigm: A Proxy Visual Storytelling Tool (PVST) for Stimulating Children's Story Sense and Structure.
VINCI
Ka Yan Fung, Lik Hang Lee, Huamin Qu, Yuelu Li, Shenghui Song, David Kei-Man Yip
2024 J jnl
Decentralized MIMO Systems with LMMSE Receivers and Imperfect CSI.
CoRR
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song, Yonina C. Eldar
2024 — conf
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks.
MeditCom
Songjie Xie, Hengtao He, Hongru Li, Shenghui Song, Jun Zhang, Ying-Jun Angela Zhang, Khaled B. Letaief
2024 J jnl
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks.
CoRR
Songjie Xie, Hengtao He, Hongru Li, Shenghui Song, Jun Zhang, Ying-Jun Angela Zhang, Khaled B. Letaief
2024 J jnl
Deep Reinforcement Learning for Optimization of RAN Slicing Relying on Control- and User-Plane Separation.
IEEE Internet Things J.
Haiyan Tu, Liqiang Zhao, Yaoyuan Zhang, Gan Zheng, Chen Feng, Shenghui Song, Kai Liang
2024 J jnl
E2E Network Slicing Optimization for Control- and User-Plane Separation-Based SAGINs With DRL.
IEEE Trans. Veh. Technol.
Yunfeng Wang, Liqiang Zhao, Xiaoli Chu, Shenghui Song, Yansha Deng, Arumugam Nallanathan, Guorong Zhou
2024 J jnl
Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design.
CoRR
Linping Qu, Yuyi Mao, Shenghui Song, Chi-Ying Tsui
2024 J jnl
Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design.
IEEE Trans. Wirel. Commun.
Linping Qu, Yuyi Mao, Shenghui Song, Chi-Ying Tsui
2024 — conf
Fairness-aware Federated Minimax Optimization with Convergence Guarantee.
CAI
Gerry Windiarto Mohamad Dunda, Shenghui Song
2024 J jnl
FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization.
CoRR
Linping Qu, Shenghui Song, Chi-Ying Tsui
2024 J jnl
Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks.
CoRR
Tianqu Kang, Zixin Wang, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024 B conf
Finite Blocklength Analysis for Optical Fiber MIMO Channels.
GLOBECOM
Xin Zhang, Dongfang Xu, Xianghao Yu, Shenghui Song, Mérouane Debbah
2024 J jnl
Fundamental Limits of Optical Fiber MIMO Channels With Finite Blocklength.
CoRR
Xin Zhang, Dongfang Xu, Shenghui Song, Mérouane Debbah
2024 J jnl
Fundamental Limits of Two-Hop MIMO Channels: An Asymptotic Approach.
CoRR
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song
2024 B conf
How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels.
WCNC
Linping Qu, Shenghui Song, Chi-Ying Tsui, Yuyi Mao
2024 J jnl
Humanoid robot-empowered language learning based on self-determination theory.
Educ. Inf. Technol.
Ka Yan Fung, Lik Hang Lee, Kuen Fung Sin, Shenghui Song, Huamin Qu
2024 J jnl
Interference Mitigation for Network-Level ISAC: An Optimization Perspective.
IEEE Commun. Mag.
Dongfang Xu, Yiming Xu, Xin Zhang, Xianghao Yu, Shenghui Song, Robert Schober
2024 J jnl
Interference Mitigation for Network-Level ISAC: An Optimization Perspective.
CoRR
Dongfang Xu, Yiming Xu, Xin Zhang, Xianghao Yu, Shenghui Song, Robert Schober
2024 — conf
Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments.
ICC
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief
2024 J jnl
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems.
IEEE Trans. Wirel. Commun.
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024 — conf
Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization.
MeditCom
Wei Guo, Meng He, Chuan Huang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2024 J jnl
Model-Driven Deep Learning for Distributed Detection with Binary Quantization.
CoRR
Wei Guo, Meng He, Chuan Huang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2024 B conf
Model-Driven Sensing-Node Selection for Maneuvering Target Tracking.
WCNC
Lei Xie, Shenghui Song, Yonina C. Eldar
2024 J jnl
Multiobjective Optimization of Space-Air-Ground-Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms.
IEEE Internet Things J.
Guorong Zhou, Liqiang Zhao, Gan Zheng, Shenghui Song, Jiankang Zhang, Lajos Hanzo
2024 J jnl
Mutual Information Density of Massive MIMO Systems Over Rayleigh-Product Channels.
IEEE Trans. Commun.
Xin Zhang, Shenghui Song
2024 B conf
Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems.
WCNC
Ruoxiao Cao, Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Yi Gong, Khaled B. Letaief
2024 J jnl
Performance vs. Cost Tradeoff for Network Slicing in Open RAN: An Intelligent Hierarchical Algorithm for Flexible Utility-Control.
IEEE Trans. Veh. Technol.
Guorong Zhou, Liqiang Zhao, Gan Zheng, Shenghui Song, Kwang-Cheng Chen
2024 B conf
Quantization and Privacy Noise Co-Design for Utility-Privacy-Communication Trade-off in Federated Learning.
GLOBECOM
Lumin Liu, Yuyi Mao, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024 J jnl
Resource Allocation Design for Next-Generation Multiple Access: A Tutorial Overview.
CoRR
Zhiqiang Wei, Dongfang Xu, Shuangyang Li, Shenghui Song, Derrick Wing Kwan Ng, Giuseppe Caire
2024 J jnl
Resource Allocation Design for Next-Generation Multiple Access: A Tutorial Overview.
Proc. IEEE
Zhiqiang Wei, Dongfang Xu, Shuangyang Li, Shenghui Song, Derrick Wing Kwan Ng, Giuseppe Caire
2024 J jnl
Secrecy Analysis for IRS-Aided Wiretap MIMO Communications: Fundamental Limits and System Design.
IEEE Trans. Inf. Theory
Xin Zhang, Shenghui Song
2024 — conf
Sensing Mutual Information with Random Signals in Gaussian Channels.
ICC
Lei Xie, Fan Liu, Zhanyuan Xie, Zheng Jiang, Shenghui Song
2024 J jnl
Sensing Mutual Information with Random Signals in Gaussian Channels: Bridging Sensing and Communication Metrics.
CoRR
Lei Xie, Fan Liu, Jiajin Luo, Shenghui Song
2024 J jnl
Sensing-aided Near-Field Secure Communications with Mobile Eavesdroppers.
CoRR
Yiming Xu, Mingxuan Zheng, Dongfang Xu, Shenghui Song, Daniel Benevides da Costa
2024 J jnl
Siamese Machine Unlearning with Knowledge Vaporization and Concentration.
CoRR
Songjie Xie, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2024 J jnl
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck.
CoRR
Hongru Li, Jiawei Shao, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2024 J jnl
The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective.
CoRR
Tianqu Kang, Lumin Liu, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024 — conf
The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective.
MeditCom
Tianqu Kang, Lumin Liu, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024 J jnl
Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment.
CoRR
Songjie Xie, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2023 J jnl
AI-Native Transceiver Design for Near-Field Ultra-Massive MIMO: Principles and Techniques.
CoRR
Wentao Yu, Yifan Ma, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2023 J jnl
Active IRS-Aided MIMO Systems: How Much Gain Can We Get?
CoRR
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song
2023 J jnl
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation.
IEEE J. Sel. Top. Signal Process.
Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
2023 J jnl
Asymptotic Mutual Information Analysis for Double-Scattering MIMO Channels: A New Approach by Gaussian Tools.
IEEE Trans. Inf. Theory
Xin Zhang, Shenghui Song
2023 J jnl
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO.
CoRR
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief
2023 B conf
Binary Federated Learning with Client-Level Differential Privacy.
GLOBECOM
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2023 J jnl
Binary Federated Learning with Client-Level Differential Privacy.
CoRR
Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2023 — conf
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation.
ICC
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
2023 J jnl
Can Students With Dyslexia Learn Independently? A Seven-Week Study of Chinese Character Learning in an Informal Learning Environment.
IEEE Trans. Learn. Technol.
Ka Yan Fung, Simon Tangi Perrault, Lik-Hang Lee, Kwong Chiu Fung, Shenghui Song
2023 J jnl
Client Selection for Federated Policy Optimization with Environment Heterogeneity.
CoRR
Zhijie Xie, Shenghui Song
2023 J jnl
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges.
IEEE Wirel. Commun.
Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief
2023 J jnl
FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence.
IEEE J. Sel. Areas Commun.
Zhijie Xie, Shenghui Song
2023 J jnl
FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning.
CoRR
Ho Man Kwan, Shenghui Song
2023 — conf
Fundamental Limits and Base Station Selection for Collaborative Sensing in Perceptive Mobile Networks.
MeditCom
Yiming Xu, Lei Xie, Dongfang Xu, Shenghui Song
2023 B conf
GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection.
WCNC
Hengtao He, Alva Kosasih, Xianghao Yu, Jun Zhang, Shenghui Song, Wibowo Hardjawana, Khaled B. Letaief
2023 J jnl
Graph Neural Networks for Wireless Communications: From Theory to Practice.
IEEE Trans. Wirel. Commun.
Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief
2023 J jnl
Handling Group Fairness in Federated Learning Using Augmented Lagrangian Approach.
CoRR
Gerry Windiarto Mohamad Dunda, Shenghui Song
2023 J jnl
Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design.
IEEE Trans. Wirel. Commun.
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2023 J jnl
How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels.
CoRR
Linping Qu, Shenghui Song, Chi-Ying Tsui, Yuyi Mao
2023 — conf
IRS-Aided Secure Communications with Linear Precoding: Performance Analysis and System Design.
GLOBECOM (Workshops)
Xin Zhang, Dongfang Xu, Shenghui Song
2023 — conf
Integrated Sensing and Communication in Coordinated Cellular Networks.
SSP
Dongfang Xu, Chang Liu, Shenghui Song, Derrick Wing Kwan Ng
2023 J jnl
Integrated Sensing and Communication in Coordinated Cellular Networks.
CoRR
Dongfang Xu, Chang Liu, Shenghui Song, Derrick Wing Kwan Ng
2023 B conf
Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication.
GLOBECOM
Yiming Xu, Dongfang Xu, Lei Xie, Shenghui Song
2023 J jnl
Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication.
CoRR
Yiming Xu, Dongfang Xu, Lei Xie, Shenghui Song
2023 J jnl
Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO.
CoRR
Ruoxiao Cao, Hengtao He, Xianghao Yu, Shenghui Song, Kaibin Huang, Jun Zhang, Yi Gong, Khaled B. Letaief
2023 J jnl
Joint Multi-Objective Optimization for Radio Access Network Slicing Using Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Guorong Zhou, Liqiang Zhao, Gan Zheng, Zhijie Xie, Shenghui Song, Kwang-Cheng Chen
2023 J jnl
Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments.
CoRR
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief
2023 J jnl
Local SGD Accelerates Convergence by Exploiting Second Order Information of the Loss Function.
CoRR
Linxuan Pan, Shenghui Song
2023 J jnl
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems.
CoRR
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2023 J jnl
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks.
CoRR
Lei Xie, Shenghui Song, Yonina C. Eldar
2023 — conf
Multi-Objective Optimization for Active IRS-Assisted Communication Systems.
MeditCom
Dongfang Xu, Xianghao Yu, Shenghui Song, Derrick Wing Kwan Ng, Robert Schober
2023 J jnl
Multi-objective Optimization of Space-Air-Ground Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms.
CoRR
Guorong Zhou, Liqiang Zhao, Gan Zheng, Shenghui Song, Jiankang Zhang, Lajos Hanzo
2023 J jnl
Networked Sensing With AI-Empowered Interference Management: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks.
IEEE J. Sel. Areas Commun.
Lei Xie, Shenghui Song, Khaled B. Letaief
2023 — conf
Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers.
MeditCom
Dohoon Kim, Shenghui Song
2023 — conf
Resource Allocation for OTFS-Based ISAC Systems.
MeditCom
Meiying Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief
2023 J jnl
Sensing Mutual Information with Random Signals in Gaussian Channels.
CoRR
Lei Xie, Fan Liu, Zhanyuan Xie, Zheng Jiang, Shenghui Song
2023 B conf
Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design.
WiOpt
Dongfang Xu, Yiming Xu, Zhiqiang Wei, Shenghui Song, Derrick Wing Kwan Ng
2023 J jnl
Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design.
CoRR
Dongfang Xu, Yiming Xu, Zhiqiang Wei, Shenghui Song, Derrick Wing Kwan Ng
2023 B conf
Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework.
GLOBECOM
Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief
2023 J jnl
Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework.
CoRR
Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief
2023 Misc conf
URLLC in IRS-Aided MIMO Systems: Finite Blocklength Analysis and Design.
ACSSC
Xin Zhang, Shenghui Song
2023 J jnl
URLLC in IRS-Aided MIMO Systems: Finite Blocklength Analysis and Design.
CoRR
Xin Zhang, Shenghui Song
2022 J jnl
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation.
CoRR
Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
2022 J jnl
Asymptotic Mutual Information Analysis for Double-scattering MIMO Channels: A New Approach by Gaussian Tools.
CoRR
Xin Zhang, Shenghui Song
2022 B conf
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback.
GLOBECOM
Yifan Ma, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 J jnl
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback.
CoRR
Yifan Ma, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 — conf
Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks.
MeditCom
Ruoxiao Cao, Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Yi Gong, Khaled B. Letaief
2022 J jnl
Bias for the Trace of the Resolvent and Its Application on Non-Gaussian and Non-Centered MIMO Channels.
IEEE Trans. Inf. Theory
Xin Zhang, Shenghui Song
2022 J jnl
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation.
CoRR
Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief
2022 J jnl
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges.
CoRR
Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief
2022 — conf
Communication-Efficient Federated Distillation with Active Data Sampling.
ICC
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 J jnl
Communication-Efficient Federated Distillation with Active Data Sampling.
CoRR
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 — conf
Content-Aware Client Selection for Federated Learning in Wireless Networks.
MeditCom
Zhefeng Qiao, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 J jnl
Deep Reinforcement Learning-Based Optimization for End-to-End Network Slicing With Control- and User-Plane Separation.
IEEE Trans. Veh. Technol.
Yunfeng Wang, Liqiang Zhao, Xiaoli Chu, Shenghui Song, Yansha Deng, Arumugam Nallanathan, Kai Liang
2022 A conf
Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities.
ASSETS
Ka Yan Fung, Zikai Alex Wen, Haotian Li, Xingbo Wang, Shenghui Song, Huamin Qu
2022 A conf
Designing a Game for Pre-Screening Students with Specific Learning Disabilities in Chinese.
ASSETS
Ka Yan Fung, Kuen Fung Sin, Zikai Alex Wen, Lik-Hang Lee, Shenghui Song, Huamin Qu
2022 B conf
FedDQ: Communication-Efficient Federated Learning with Descending Quantization.
GLOBECOM
Linping Qu, Shenghui Song, Chi-Ying Tsui
2022 J jnl
FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence.
CoRR
Zhijie Xie, Shenghui Song
2022 J jnl
Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection.
CoRR
Hengtao He, Alva Kosasih, Xianghao Yu, Jun Zhang, Shenghui Song, Wibowo Hardjawana, Khaled B. Letaief
2022 J jnl
Graph Neural Networks for Wireless Communications: From Theory to Practice.
CoRR
Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 B conf
IRS-aided MIMO Systems over Double-scattering Channels: Impact of Channel Rank Deficiency.
WCNC
Xin Zhang, Xianghao Yu, Shenghui Song, Khaled B. Letaief
2022 — conf
Intelligent Reflecting Surface-Aided Maneuvering Target Sensing: True Velocity Estimation.
ISWCS
Lei Xie, Xianghao Yu, Shenghui Song
2022 — conf
Iterative sparse recovery based passive localization in perceptive mobile networks.
ISACom@MobiCom
Lei Xie, Shenghui Song
2022 J jnl
Learn to Communicate With Neural Calibration: Scalability and Generalization.
IEEE Trans. Wirel. Commun.
Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 J jnl
Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning.
CoRR
Yifan Ma, Wentao Yu, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022 J jnl
Networked Sensing with AI-Empowered Environment Estimation: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks.
CoRR
Lei Xie, Shenghui Song
2022 J jnl
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?
IEEE J. Sel. Top. Signal Process.
Xin Zhang, Xianghao Yu, Shenghui Song
2022 J jnl
Perceptive Mobile Network With Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing.
IEEE Trans. Wirel. Commun.
Lei Xie, Peilan Wang, Shenghui Song, Khaled B. Letaief
2022 — conf
SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling.
ECCV (21)
Ho Man Kwan, Shenghui Song
2022 J jnl
SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling.
CoRR
Ho Man Kwan, Shenghui Song
2022 J jnl
Second-Order Coding Rate of Quasi-Static Rayleigh-Product MIMO Channels.
CoRR
Xin Zhang, Shenghui Song
2022 J jnl
Secrecy Analysis for IRS-aided Wiretap MIMO Communications: Fundamental Limits and System Design.
CoRR
Xin Zhang, Shenghui Song
2021 — conf
AI Empowered Resource Management for Future Wireless Networks.
MeditCom
Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
AI Empowered Resource Management for Future Wireless Networks.
CoRR
Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Bias for the Trace of the Resolvent and Its Application on Non-Gaussian and Non-centered MIMO Channels.
CoRR
Xin Zhang, Shenghui Song
2021 J jnl
Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach.
CoRR
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Cell-Free Massive MIMO for 6G Wireless Communication Networks.
CoRR
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Cell-Free Massive MIMO for 6G Wireless Communication Networks.
J. Commun. Inf. Networks
Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 B conf
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO.
GLOBECOM
Hengtao He, Hanqing Wang, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO.
CoRR
Hengtao He, Hanqing Wang, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
FedDQ: Communication-Efficient Federated Learning with Descending Quantization.
CoRR
Linping Qu, Shenghui Song, Chi-Ying Tsui
2021 J jnl
Hierarchical Quantized Federated Learning: Convergence Analysis and System Design.
CoRR
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Large-scale IRS-aided MIMO over Double-scattering Channel: An Asymptotic Approach.
CoRR
Xin Zhang, Xianghao Yu, Shenghui Song, Khaled B. Letaief
2021 J jnl
Learn to Communicate with Neural Calibration: Scalability and Generalization.
CoRR
Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Machine-Learning-Aided Mission-Critical Internet of Underwater Things.
IEEE Netw.
Xiangwang Hou, Jingjing Wang, Zhengru Fang, Xin Zhang, Shenghui Song, Xudong Zhang, Yong Ren
2021 B conf
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation.
GLOBECOM
Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation.
CoRR
Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021 J jnl
Outage and Finite-SNR DMT Analysis for IRS-aided MIMO Systems: How Large IRSs Need to Be?
CoRR
Xin Zhang, Xianghao Yu, Shenghui Song
2021 J jnl
Perceptive Mobile Network with Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing.
CoRR
Lei Xie, Peilan Wang, Shenghui Song, Khaled B. Letaief
2020 — conf
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems.
GLOBECOM (Workshops)
Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2020 J jnl
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems.
CoRR
Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2020 — conf
Client-Edge-Cloud Hierarchical Federated Learning.
ICC
Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2019 B conf
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps.
WCNC
Hongyu Yang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2019 J jnl
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps.
CoRR
Hongyu Yang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2019 J jnl
Developing and Assessing MATLAB Exercises for Active Concept Learning.
IEEE Trans. Educ.
Shenghui Song, Marco Antonelli, Tony W. K. Fung, Brandon D. Armstrong, Amy Chong, Albert Lo, Bertram E. Shi
2019 J jnl
Edge-Assisted Hierarchical Federated Learning with Non-IID Data.
CoRR
Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2018 J jnl
Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization.
CoRR
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2018 J jnl
Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization.
IEEE Trans. Wirel. Commun.
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2017 J jnl
Mobility Increases the Data Offloading Ratio in D2D Caching Networks.
CoRR
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2017 — conf
Mobility increases the data offloading ratio in D2D caching networks.
ICC
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2017 J jnl
Mobility-Aware Caching in D2D Networks.
IEEE Trans. Wirel. Commun.
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2017 J jnl
Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems.
CoRR
Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2017 J jnl
Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems.
IEEE Trans. Wirel. Commun.
Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
Cache Size Allocation in Backhaul Limited Wireless Networks.
CoRR
Xi Peng, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 — conf
Cache size allocation in backhaul limited wireless networks.
ICC
Xi Peng, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
Developing and Assessing MATLAB Exercises for Active Concept Learning.
CoRR
Shenghui Song, Marco Antonelli, Tony W. K. Fung, Brandon D. Armstrong, Amy Chong, Albert Lo, Bertram E. Shi
2016 J jnl
Mobility-Aware Caching in D2D Networks.
CoRR
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
Optimal Overlay Cognitive Spectrum Access With F-ALOHA in Macro-Femto Heterogeneous Networks.
IEEE Trans. Wirel. Commun.
Lu Yang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
Optimal QoS-Aware Channel Assignment in D2D Communications With Partial CSI.
IEEE Trans. Wirel. Commun.
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
Optimal QoS-Aware Channel Assignment in D2D Communications with Partial CSI.
CoRR
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 B conf
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems.
GLOBECOM
Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems.
CoRR
Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
QoS-Aware Joint Mode Selection and Channel Assignment for D2D Communications.
CoRR
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 — conf
QoS-aware joint mode selection and channel assignment for D2D communications.
ICC
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 J jnl
Selective Uplink Training for Massive MIMO Systems.
CoRR
Changming Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2016 — conf
Selective uplink training for massive MIMO systems.
ICC
Changming Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2015 — conf
Analysis of area spectral efficiency and link reliability in multiuser MIMO HetNets.
ICC
Chang Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2015 J jnl
Interface MB-Based Video Content Editing Transcoding.
IEEE Trans. Circuits Syst. Video Technol.
Yu Liu, Jizhong Duan, Shaochu Wang, Shenghui Song
2015 — conf
Jointly optimal spectrum deployment and cognitive access for ase maximization of macro-femto HetNets.
ICC Workshops
Lu Yang, Shenghui Song, Khaled Ben Letaief
2015 B conf
QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications.
GLOBECOM
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2014 B conf
Average throughput analysis of downlink cellular networks with multi-antenna base stations.
PIMRC
Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2014 B conf
Cognitive spectrum access in macro-femto heterogeneous networks.
GLOBECOM
Lu Yang, Shenghui Song, Khaled Ben Letaief
2014 — conf
Cognitive spectrum access in two-tier femtocell networks.
ICC
Lu Yang, Shenghui Song, Khaled Ben Letaief
2014 J jnl
Interference Alignment in Dual-Hop MIMO Interference Channel.
IEEE Trans. Wirel. Commun.
Xiang Chen, Shenghui Song, Khaled Ben Letaief
2014 B conf
Joint link selection and relay power allocation for energy harvesting relaying systems.
GLOBECOM
Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2014 J jnl
Selective Relay-Activation for Conditional DF Relaying.
IEEE Trans. Commun.
Shenghui Song, Q. T. Zhang, Khaled Ben Letaief
2013 B conf
Achievable Diversity Gain of Interference Channel.
WCNC
Shenghui Song, J. Zhong, Khaled Ben Letaief
2013 J jnl
Cooperative Cognitive Networks: Optimal, Distributed and Low-Complexity Algorithms.
IEEE Trans. Signal Process.
Gan Zheng, Shenghui Song, Kai-Kit Wong, Björn E. Ottersten
2013 B conf
Optimality of amplify-and-forward based two-way relaying.
WCNC
H. Li, M. W. Liu, Shenghui Song, Khaled Ben Letaief
2013 J jnl
Outage-Capacity Based Adaptive Relaying in LTE-Advanced Networks.
IEEE Trans. Wirel. Commun.
Shenghui Song, Ali F. Almutairi, Khaled Ben Letaief
2013 J jnl
Prior Zero Forcing for Cognitive Relaying.
IEEE Trans. Wirel. Commun.
Shenghui Song, Mazen O. Hasna, Khaled Ben Letaief
2012 — conf
Achievable diversity gain of K-user interference channel.
ICC
Shenghui Song, Xiang Chen, Khaled Ben Letaief
2012 J jnl
Cooperative Cognitive Networks: Optimal, Distributed and Low-Complexity Algorithms
CoRR
Gan Zheng, Shenghui Song, Kai-Kit Wong, Björn E. Ottersten
2012 B conf
Interference alignment in MIMO interference relay channels.
WCNC
Xiang Chen, Shenghui Song, Khaled Ben Letaief
2012 B conf
Maximizing energy efficiency in wireless networks with a minimum average throughput requirement.
WCNC
Chang Li, Shenghui Song, Jun Zhang, Khaled Ben Letaief
2012 J jnl
Relay Position Optimization Improves Finite-SNR Diversity Gain of Decode-and-Forward MIMO Relay Systems.
IEEE Trans. Commun.
Xiang Chen, Shenghui Song, Khaled Ben Letaief
2012 — conf
Selective water-filling for decode-and-forward cooperative systems.
SPAWC
Shenghui Song, Q. T. Zhang, Khaled Ben Letaief
2012 J jnl
System Design, DMT Analysis, and Penalty for Non-Coherent Relaying.
IEEE Trans. Commun.
Shenghui Song, Khaled Ben Letaief
2011 B conf
A low-complexity precoding scheme for PAPR reduction in SC-FDMA systems.
WCNC
Guoliang Chen, Shenghui Song, Khaled Ben Letaief
2011 — conf
Achieving Space Diversity with Non-Coherent AF Relaying.
ICC
Shenghui Song, Khaled Ben Letaief
2011 J jnl
Diversity Analysis for Linear Equalizers over ISI Channels.
IEEE Trans. Commun.
Shenghui Song, Khaled Ben Letaief
2011 J jnl
Localized or Interleaved? A Tradeoff between Diversity and CFO Interference in Multipath Channels.
IEEE Trans. Wirel. Commun.
Shenghui Song, Guoliang Chen, Khaled Ben Letaief
2011 B conf
Prior Zero-Forcing for Relaying Primary Signals in Cognitive Network.
GLOBECOM
Shenghui Song, Khaled Ben Letaief
2010 J jnl
Capacity of Correlated MISO Channels with Correlated Co-channel Interference and Noise.
Wirel. Pers. Commun.
Dian-Wu Yue, Q. T. Zhang, Shenghui Song
2010 J jnl
Spectrum sensing with active cognitive systems.
IEEE Trans. Wirel. Commun.
Shenghui Song, Karama Hamdi, Khaled Ben Letaief
2010 — conf
Transmit and Cooperative Beamforming in Multi-Relay Systems.
ICC
Xiang Chen, Shenghui Song, Khaled Ben Letaief
2009 — conf
Active Sensing for Cognitive Radio.
VTC Fall
Yeuk Lam Hsieh, Shenghui Song, Qi Tu Zhang
2009 J jnl
Design collaborative systems with multiple AF-relays for asynchronous frequency-selective fading channels.
IEEE Trans. Commun.
Shenghui Song, Keith Q. T. Zhang
2009 J jnl
Input-distribution optimization for channels with estimation errors.
IEEE Trans. Commun.
Shenghui Song, Keith Q. T. Zhang
2009 J jnl
Mutual Information of Multipath Channels with Imperfect Channel Information.
IEEE Trans. Commun.
Shenghui Song, Qi Tu Zhang
2009 J jnl
Optimal decoder for channels with estimation errors.
IEEE Trans. Wirel. Commun.
Shenghui Song, Q. T. Zhang
2009 J jnl
Optimization of transmit-beam number and power allocation for generic correlated MIMO rayleigh channels.
IEEE Trans. Commun.
Jiangyuan Li, Q. T. Zhang, Shenghui Song
2008 J jnl
A Systematic Procedure for Accurately Approximating Lognormal-Sum Distributions.
IEEE Trans. Veh. Technol.
Q. T. Zhang, Shenghui Song
2008 J jnl
CDMA-PPM for UWB Impulse Radio.
IEEE Trans. Veh. Technol.
Shenghui Song, Q. T. Zhang
2008 — conf
Capacity of Wireless Systems with Channel Estimation Errors.
ICC
Shenghui Song, Q. T. Zhang
2008 J jnl
Multi-Dimensional Detector for UWB Ranging Systems in Dense Multipath Environments.
IEEE Trans. Wirel. Commun.
Shenghui Song, Q. T. Zhang
2008 J jnl
TH-CDMA-PPM with Noncoherent Detection for Low Rate WPAN.
IEEE Trans. Wirel. Commun.
Shenghui Song, Q. T. Zhang
2007 J jnl
Dimension-Diversity Receiver for the Detection of UWB Signals.
IEEE Trans. Veh. Technol.
Shenghui Song, Q. T. Zhang
2007 B conf
Efficient Optimization of Input Covariance Matrix for MISO in Correlated Rayleigh Fading.
WCNC
Feng Li, Keith Q. T. Zhang, Shenghui Song
2007 B conf
Exact Coherence Bandwidth of Rayleigh Fading Channels.
PIMRC
Keith Q. T. Zhang, Shenghui Song
2007 J jnl
Exact Expression for the Coherence Bandwidth of Rayleigh Fading Channels.
IEEE Trans. Commun.
Q. T. Zhang, Shenghui Song
2007 — conf
Multi-template Detection of UWB Ranging Signals in Dense Multipath Environments.
ICC
Shenghui Song, Keith Q. T. Zhang
2007 B conf
Noncoherent Detection of TH-CDMA-PPM Signals for Low Rate WPAN.
WCNC
Shenghui Song, Keith Q. T. Zhang
2006 — conf
Dimension Diversity for the Enhancement of UWB Signal Detection.
VTC Spring
Shenghui Song, Q. T. Zhang
2006 — conf
Efficient Estimation of Fast Fading OFDM Channels.
ICC
Q. T. Zhang, X. Y. Zhao, Y. X. Zeng, Shenghui Song
2006 J jnl
Eigen-Based Receivers for the Detection of Random UWB Signals.
IEEE Trans. Commun.
Q. T. Zhang, Shenghui Song
2006 — conf
Model Selection and Estimation for Lognormal Sums in Pearson's Framework.
VTC Spring
Q. T. Zhang, Shenghui Song
2005 J jnl
Parsimonious correlated nonstationary models for real baseband UWB data.
IEEE Trans. Veh. Technol.
Q. T. Zhang, Shenghui Song
2005 — conf
UWB signal detection using eigen-based receiver.
ICC
Keith Q. T. Zhang, Shenghui Song
2004 — conf
Parsimonious correlated nonstationary models for real UWB data.
ICC
Q. T. Zhang, Shenghui Song