Parsimonious correlated nonstationary models for real UWB data. - Q. T. Zhang; Shenghui Song 001 (ICC, 2004)

UWB signal detection using eigen-based receiver. - Keith Q. T. Zhang; Shenghui Song 001 (ICC, 2005)

Parsimonious correlated nonstationary models for real baseband UWB data. - Q. T. Zhang; Shenghui Song 001 (IEEE Trans. Veh. Technol., 2005)

Efficient Estimation of Fast Fading OFDM Channels. - Q. T. Zhang; X. Y. Zhao; Y. X. Zeng; Shenghui Song 001 (ICC, 2006)

Dimension Diversity for the Enhancement of UWB Signal Detection. - Shenghui Song 001; Q. T. Zhang (VTC Spring, 2006)

Model Selection and Estimation for Lognormal Sums in Pearson's Framework. - Q. T. Zhang; Shenghui Song 001 (VTC Spring, 2006)

Eigen-Based Receivers for the Detection of Random UWB Signals. - Q. T. Zhang; Shenghui Song 001 (IEEE Trans. Commun., 2006)

Multi-template Detection of UWB Ranging Signals in Dense Multipath Environments. - Shenghui Song 001; Keith Q. T. Zhang (ICC, 2007)

Exact Coherence Bandwidth of Rayleigh Fading Channels. - Keith Q. T. Zhang; Shenghui Song 001 (PIMRC, 2007)

Efficient Optimization of Input Covariance Matrix for MISO in Correlated Rayleigh Fading. - Feng Li; Keith Q. T. Zhang; Shenghui Song 001 (WCNC, 2007)

Noncoherent Detection of TH-CDMA-PPM Signals for Low Rate WPAN. - Shenghui Song 001; Keith Q. T. Zhang (WCNC, 2007)

Exact Expression for the Coherence Bandwidth of Rayleigh Fading Channels. - Q. T. Zhang; Shenghui Song 001 (IEEE Trans. Commun., 2007)

Dimension-Diversity Receiver for the Detection of UWB Signals. - Shenghui Song 001; Q. T. Zhang (IEEE Trans. Veh. Technol., 2007)

Capacity of Wireless Systems with Channel Estimation Errors. - Shenghui Song 001; Q. T. Zhang (ICC, 2008)

CDMA-PPM for UWB Impulse Radio. - Shenghui Song 001; Q. T. Zhang (IEEE Trans. Veh. Technol., 2008)

A Systematic Procedure for Accurately Approximating Lognormal-Sum Distributions. - Q. T. Zhang; Shenghui Song 001 (IEEE Trans. Veh. Technol., 2008)

Multi-Dimensional Detector for UWB Ranging Systems in Dense Multipath Environments. - Shenghui Song 001; Q. T. Zhang (IEEE Trans. Wirel. Commun., 2008)

TH-CDMA-PPM with Noncoherent Detection for Low Rate WPAN. - Shenghui Song 001; Q. T. Zhang (IEEE Trans. Wirel. Commun., 2008)

Active Sensing for Cognitive Radio. - Yeuk Lam Hsieh; Shenghui Song 001; Qi Tu Zhang (VTC Fall, 2009)

Optimization of transmit-beam number and power allocation for generic correlated MIMO rayleigh channels. - Jiangyuan Li; Q. T. Zhang; Shenghui Song 001 (IEEE Trans. Commun., 2009)

Mutual Information of Multipath Channels with Imperfect Channel Information. - Shenghui Song 001; Qi Tu Zhang (IEEE Trans. Commun., 2009)

Design collaborative systems with multiple AF-relays for asynchronous frequency-selective fading channels. - Shenghui Song 001; Keith Q. T. Zhang (IEEE Trans. Commun., 2009)

Input-distribution optimization for channels with estimation errors. - Shenghui Song 001; Keith Q. T. Zhang (IEEE Trans. Commun., 2009)

Optimal decoder for channels with estimation errors. - Shenghui Song 001; Q. T. Zhang (IEEE Trans. Wirel. Commun., 2009)

Transmit and Cooperative Beamforming in Multi-Relay Systems. - Xiang Chen; Shenghui Song 001; Khaled Ben Letaief (ICC, 2010)

Spectrum sensing with active cognitive systems. - Shenghui Song 001; Karama Hamdi; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2010)

Capacity of Correlated MISO Channels with Correlated Co-channel Interference and Noise. - Dian-Wu Yue; Q. T. Zhang; Shenghui Song 001 (Wirel. Pers. Commun., 2010)

Prior Zero-Forcing for Relaying Primary Signals in Cognitive Network. - Shenghui Song 001; Khaled Ben Letaief (GLOBECOM, 2011)

Achieving Space Diversity with Non-Coherent AF Relaying. - Shenghui Song 001; Khaled Ben Letaief (ICC, 2011)

A low-complexity precoding scheme for PAPR reduction in SC-FDMA systems. - Guoliang Chen 001; Shenghui Song 001; Khaled Ben Letaief (WCNC, 2011)

Diversity Analysis for Linear Equalizers over ISI Channels. - Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Commun., 2011)

Localized or Interleaved? A Tradeoff between Diversity and CFO Interference in Multipath Channels. - Shenghui Song 001; Guoliang Chen 001; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2011)

Achievable diversity gain of K-user interference channel. - Shenghui Song 001; Xiang Chen; Khaled Ben Letaief (ICC, 2012)

Selective water-filling for decode-and-forward cooperative systems. - Shenghui Song 001; Q. T. Zhang; Khaled Ben Letaief (SPAWC, 2012)

Interference alignment in MIMO interference relay channels. - Xiang Chen; Shenghui Song 001; Khaled Ben Letaief (WCNC, 2012)

Maximizing energy efficiency in wireless networks with a minimum average throughput requirement. - Chang Li 002; Shenghui Song 001; Jun Zhang 004; Khaled Ben Letaief (WCNC, 2012)

Relay Position Optimization Improves Finite-SNR Diversity Gain of Decode-and-Forward MIMO Relay Systems. - Xiang Chen; Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Commun., 2012)

System Design, DMT Analysis, and Penalty for Non-Coherent Relaying. - Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Commun., 2012)

Optimality of amplify-and-forward based two-way relaying. - H. Li; M. W. Liu; Shenghui Song 001; Khaled Ben Letaief (WCNC, 2013)

Achievable Diversity Gain of Interference Channel. - Shenghui Song 001; J. Zhong; Khaled Ben Letaief (WCNC, 2013)

Cooperative Cognitive Networks: Optimal, Distributed and Low-Complexity Algorithms. - Gan Zheng; Shenghui Song 001; Kai-Kit Wong; Björn E. Ottersten (IEEE Trans. Signal Process., 2013)

Outage-Capacity Based Adaptive Relaying in LTE-Advanced Networks. - Shenghui Song 001; Ali F. Almutairi; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2013)

Prior Zero Forcing for Cognitive Relaying. - Shenghui Song 001; Mazen O. Hasna; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2013)

Joint link selection and relay power allocation for energy harvesting relaying systems. - Yuyi Mao; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (GLOBECOM, 2014)

Cognitive spectrum access in macro-femto heterogeneous networks. - Lu Yang 003; Shenghui Song 001; Khaled Ben Letaief (GLOBECOM, 2014)

Cognitive spectrum access in two-tier femtocell networks. - Lu Yang 003; Shenghui Song 001; Khaled Ben Letaief (ICC, 2014)

Average throughput analysis of downlink cellular networks with multi-antenna base stations. - Rui Wang 028; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (PIMRC, 2014)

Selective Relay-Activation for Conditional DF Relaying. - Shenghui Song 001; Q. T. Zhang; Khaled Ben Letaief (IEEE Trans. Commun., 2014)

Interference Alignment in Dual-Hop MIMO Interference Channel. - Xiang Chen; Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2014)

QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications. - Rui Wang 028; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (GLOBECOM, 2015)

Analysis of area spectral efficiency and link reliability in multiuser MIMO HetNets. - Chang Li 002; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (ICC, 2015)

Jointly optimal spectrum deployment and cognitive access for ase maximization of macro-femto HetNets. - Lu Yang 003; Shenghui Song 001; Khaled Ben Letaief (ICC Workshops, 2015)

Interface MB-Based Video Content Editing Transcoding. - Yu Liu 004; Jizhong Duan; Shaochu Wang; Shenghui Song 001 (IEEE Trans. Circuits Syst. Video Technol., 2015)

Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems. - Yuyi Mao; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (GLOBECOM, 2016)

Selective uplink training for massive MIMO systems. - Changming Li; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (ICC, 2016)

Cache size allocation in backhaul limited wireless networks. - Xi Peng 006; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (ICC, 2016)

QoS-aware joint mode selection and channel assignment for D2D communications. - Rui Wang 028; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (ICC, 2016)

Optimal QoS-Aware Channel Assignment in D2D Communications With Partial CSI. - Rui Wang 028; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2016)

Optimal Overlay Cognitive Spectrum Access With F-ALOHA in Macro-Femto Heterogeneous Networks. - Lu Yang 003; Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2016)

Mobility increases the data offloading ratio in D2D caching networks. - Rui Wang 028; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (ICC, 2017)

Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems. - Yuyi Mao; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2017)

Mobility-Aware Caching in D2D Networks. - Rui Wang 028; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2017)

Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization. - Rui Wang 028; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (IEEE Trans. Wirel. Commun., 2018)

Connectivity-Aware UAV Path Planning with Aerial Coverage Maps. - Hongyu Yang; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (WCNC, 2019)

Edge-Assisted Hierarchical Federated Learning with Non-IID Data. - Lumin Liu; Jun Zhang 004; Shenghui Song 001; Khaled Ben Letaief (CoRR, 2019)

Developing and Assessing MATLAB Exercises for Active Concept Learning. - Shenghui Song 001; Marco Antonelli; Tony W. K. Fung; Brandon D. Armstrong; Amy Chong; Albert Lo; Bertram E. Shi (IEEE Trans. Educ., 2019)

A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems. - Yifan Ma; Yifei Shen; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (GLOBECOM (Workshops), 2020)

Client-Edge-Cloud Hierarchical Federated Learning. - Lumin Liu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (ICC, 2020)

Distributed Expectation Propagation Detection for Cell-Free Massive MIMO. - Hengtao He; Hanqing Wang 002; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (GLOBECOM, 2021)

Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation. - Yifan Ma; Yifei Shen; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (GLOBECOM, 2021)

AI Empowered Resource Management for Future Wireless Networks. - Yifei Shen; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (MeditCom, 2021)

Hierarchical Quantized Federated Learning: Convergence Analysis and System Design. - Lumin Liu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (CoRR, 2021)

Large-scale IRS-aided MIMO over Double-scattering Channel: An Asymptotic Approach. - Xin Zhang 039; Xianghao Yu; Shenghui Song 001; Khaled B. Letaief (CoRR, 2021)

Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach. - Hengtao He; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (CoRR, 2021)

Outage and Finite-SNR DMT Analysis for IRS-aided MIMO Systems: How Large IRSs Need to Be? - Xin Zhang 039; Xianghao Yu; Shenghui Song 001 (CoRR, 2021)

Cell-Free Massive MIMO for 6G Wireless Communication Networks. - Hengtao He; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (J. Commun. Inf. Networks, 2021)

Machine-Learning-Aided Mission-Critical Internet of Underwater Things. - Xiangwang Hou; Jingjing Wang 001; Zhengru Fang; Xin Zhang 039; Shenghui Song 001; Xudong Zhang 001; Yong Ren 001 (IEEE Netw., 2021)

Designing a Game for Pre-Screening Students with Specific Learning Disabilities in Chinese. - Ka Yan Fung; Kuen Fung Sin; Zikai Alex Wen; Lik-Hang Lee; Shenghui Song 001; Huamin Qu (ASSETS, 2022)

Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities. - Ka Yan Fung; Zikai Alex Wen; Haotian Li 001; Xingbo Wang 001; Shenghui Song 001; Huamin Qu (ASSETS, 2022)

SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling. - Ho Man Kwan; Shenghui Song 001 (ECCV (21), 2022)

Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback. - Yifan Ma; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (GLOBECOM, 2022)

FedDQ: Communication-Efficient Federated Learning with Descending Quantization. - Linping Qu; Shenghui Song 001; Chi-Ying Tsui (GLOBECOM, 2022)

Communication-Efficient Federated Distillation with Active Data Sampling. - Lumin Liu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (ICC, 2022)

Intelligent Reflecting Surface-Aided Maneuvering Target Sensing: True Velocity Estimation. - Lei Xie 009; Xianghao Yu; Shenghui Song 001 (ISWCS, 2022)

Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks. - Ruoxiao Cao; Hengtao He; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Yi Gong 001; Khaled B. Letaief (MeditCom, 2022)

Content-Aware Client Selection for Federated Learning in Wireless Networks. - Zhefeng Qiao; Yifei Shen; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (MeditCom, 2022)

Iterative sparse recovery based passive localization in perceptive mobile networks. - Lei Xie 009; Shenghui Song 001 (ISACom@MobiCom, 2022)

IRS-aided MIMO Systems over Double-scattering Channels: Impact of Channel Rank Deficiency. - Xin Zhang 039; Xianghao Yu; Shenghui Song 001; Khaled B. Letaief (WCNC, 2022)

Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection. - Hengtao He; Alva Kosasih; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Wibowo Hardjawana; Khaled B. Letaief (CoRR, 2022)

Networked Sensing with AI-Empowered Environment Estimation: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks. - Lei Xie 009; Shenghui Song 001 (CoRR, 2022)

Second-Order Coding Rate of Quasi-Static Rayleigh-Product MIMO Channels. - Xin Zhang 039; Shenghui Song 001 (CoRR, 2022)

Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning. - Yifan Ma; Wentao Yu; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (CoRR, 2022)

Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be? - Xin Zhang 039; Xianghao Yu; Shenghui Song 001 (IEEE J. Sel. Top. Signal Process., 2022)

Bias for the Trace of the Resolvent and Its Application on Non-Gaussian and Non-Centered MIMO Channels. - Xin Zhang 039; Shenghui Song 001 (IEEE Trans. Inf. Theory, 2022)

Deep Reinforcement Learning-Based Optimization for End-to-End Network Slicing With Control- and User-Plane Separation. - Yunfeng Wang; Liqiang Zhao; Xiaoli Chu; Shenghui Song 001; Yansha Deng; Arumugam Nallanathan; Kai Liang (IEEE Trans. Veh. Technol., 2022)

Learn to Communicate With Neural Calibration: Scalability and Generalization. - Yifan Ma; Yifei Shen; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (IEEE Trans. Wirel. Commun., 2022)

Perceptive Mobile Network With Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing. - Lei Xie 009; Peilan Wang; Shenghui Song 001; Khaled B. Letaief (IEEE Trans. Wirel. Commun., 2022)

URLLC in IRS-Aided MIMO Systems: Finite Blocklength Analysis and Design. - Xin Zhang 039; Shenghui Song 001 (ACSSC, 2023)

Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework. - Hongru Li; Wentao Yu; Hengtao He; Jiawei Shao; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (GLOBECOM, 2023)

Binary Federated Learning with Client-Level Differential Privacy. - Lumin Liu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (GLOBECOM, 2023)

Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication. - Yiming Xu; Dongfang Xu; Lei Xie 009; Shenghui Song 001 (GLOBECOM, 2023)

IRS-Aided Secure Communications with Linear Precoding: Performance Analysis and System Design. - Xin Zhang 039; Dongfang Xu; Shenghui Song 001 (GLOBECOM (Workshops), 2023)

Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation. - Wentao Yu; Hengtao He; Xianghao Yu; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (ICC, 2023)

Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers. - Dohoon Kim; Shenghui Song 001 (MeditCom, 2023)

Fundamental Limits and Base Station Selection for Collaborative Sensing in Perceptive Mobile Networks. - Yiming Xu; Lei Xie 009; Dongfang Xu; Shenghui Song 001 (MeditCom, 2023)

Multi-Objective Optimization for Active IRS-Assisted Communication Systems. - Dongfang Xu; Xianghao Yu; Shenghui Song 001; Derrick Wing Kwan Ng; Robert Schober (MeditCom, 2023)

Resource Allocation for OTFS-Based ISAC Systems. - Meiying Zhang; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (MeditCom, 2023)

Integrated Sensing and Communication in Coordinated Cellular Networks. - Dongfang Xu; Chang Liu 003; Shenghui Song 001; Derrick Wing Kwan Ng (SSP, 2023)

GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection. - Hengtao He; Alva Kosasih; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Wibowo Hardjawana; Khaled B. Letaief (WCNC, 2023)

Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design. - Dongfang Xu; Yiming Xu; Zhiqiang Wei 001; Shenghui Song 001; Derrick Wing Kwan Ng (WiOpt, 2023)

Secrecy Analysis for MISO Broadcast Systems with Regularized Zero-Forcing Precoding. - Xin Zhang 039; Shenghui Song 001; Yonina C. Eldar (CoRR, 2023)

Active IRS-Aided MIMO Systems: How Much Gain Can We Get? - Zeyan Zhuang; Xin Zhang 039; Dongfang Xu; Shenghui Song 001 (CoRR, 2023)

Client Selection for Federated Policy Optimization with Environment Heterogeneity. - Zhijie Xie; Shenghui Song 001 (CoRR, 2023)

Local SGD Accelerates Convergence by Exploiting Second Order Information of the Loss Function. - Linxuan Pan; Shenghui Song 001 (CoRR, 2023)

Handling Group Fairness in Federated Learning Using Augmented Lagrangian Approach. - Gerry Windiarto Mohamad Dunda; Shenghui Song 001 (CoRR, 2023)

Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks. - Lei Xie 009; Shenghui Song 001; Yonina C. Eldar (CoRR, 2023)

AI-Native Transceiver Design for Near-Field Ultra-Massive MIMO: Principles and Techniques. - Wentao Yu; Yifan Ma; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2023)

Multi-objective Optimization of Space-Air-Ground Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms. - Guorong Zhou; Liqiang Zhao; Gan Zheng; Shenghui Song 001; Jiankang Zhang 001; Lajos Hanzo (CoRR, 2023)

Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO. - Ruoxiao Cao; Hengtao He; Xianghao Yu; Shenghui Song 001; Kaibin Huang; Jun Zhang 004; Yi Gong 001; Khaled B. Letaief (CoRR, 2023)

FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning. - Ho Man Kwan; Shenghui Song 001 (CoRR, 2023)

Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design. - Lumin Liu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (IEEE Trans. Wirel. Commun., 2023)

Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges. - Lei Xie 009; Shenghui Song 001; Yonina C. Eldar; Khaled B. Letaief (IEEE Wirel. Commun., 2023)

FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence. - Zhijie Xie; Shenghui Song 001 (IEEE J. Sel. Areas Commun., 2023)

Graph Neural Networks for Wireless Communications: From Theory to Practice. - Yifei Shen; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (IEEE Trans. Wirel. Commun., 2023)

An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation. - Wentao Yu; Yifei Shen; Hengtao He; Xianghao Yu; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (IEEE J. Sel. Top. Signal Process., 2023)

Asymptotic Mutual Information Analysis for Double-Scattering MIMO Channels: A New Approach by Gaussian Tools. - Xin Zhang 039; Shenghui Song 001 (IEEE Trans. Inf. Theory, 2023)

Joint Multi-Objective Optimization for Radio Access Network Slicing Using Multi-Agent Deep Reinforcement Learning. - Guorong Zhou; Liqiang Zhao; Gan Zheng; Zhijie Xie; Shenghui Song 001; Kwang-Cheng Chen (IEEE Trans. Veh. Technol., 2023)

Can Students With Dyslexia Learn Independently? A Seven-Week Study of Chinese Character Learning in an Informal Learning Environment. - Ka Yan Fung; Simon Tangi Perrault; Lik-Hang Lee; Kwong Chiu Fung; Shenghui Song 001 (IEEE Trans. Learn. Technol., 2023)

Networked Sensing With AI-Empowered Interference Management: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks. - Lei Xie 009; Shenghui Song 001; Khaled B. Letaief (IEEE J. Sel. Areas Commun., 2023)

Quantization and Privacy Noise Co-Design for Utility-Privacy-Communication Trade-off in Federated Learning. - Lumin Liu; Yuyi Mao; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (GLOBECOM, 2024)

Finite Blocklength Analysis for Optical Fiber MIMO Channels. - Xin Zhang 039; Dongfang Xu; Xianghao Yu; Shenghui Song 001; Mérouane Debbah (GLOBECOM, 2024)

Sensing Mutual Information with Random Signals in Gaussian Channels. - Lei Xie 009; Fan Liu; Zhanyuan Xie; Zheng Jiang 005; Shenghui Song 001 (ICC, 2024)

Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments. - Wentao Yu; Hengtao He; Xianghao Yu; Shenghui Song 001; Jun Zhang 004; Ross D. Murch; Khaled B. Letaief (ICC, 2024)

A Robot-Assisted Scenario Training for Students with ASD. - Ka Yan Fung; Kwong Chiu Fung; Tze-Leung Rick Lui; Feifan Pang; Huamin Qu; Shenghui Song 001; Kuen Fung Sin (ICCE, 2024)

Asymmetric Neural Image Compression with High-Preserving Information. - Kai Hu; Yu Liu 004; Fang Xu; Renhe Liu; Han Wang; Shenghui Song 001 (ISCAS, 2024)

Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization. - Wei Guo 030; Meng He 008; Chuan Huang 001; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (MeditCom, 2024)

The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective. - Tianqu Kang; Lumin Liu; Hengtao He; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (MeditCom, 2024)

Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks. - Songjie Xie; Hengtao He; Hongru Li; Shenghui Song 001; Jun Zhang 004; Ying-Jun Angela Zhang; Khaled B. Letaief (MeditCom, 2024)

Create-to-learn Paradigm: A Proxy Visual Storytelling Tool (PVST) for Stimulating Children's Story Sense and Structure. - Ka Yan Fung; Lik Hang Lee; Huamin Qu; Yuelu Li; Shenghui Song 001; David Yip (VINCI, 2024)

Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems. - Ruoxiao Cao; Wentao Yu; Hengtao He; Xianghao Yu; Shenghui Song 001; Jun Zhang 004; Yi Gong 001; Khaled B. Letaief (WCNC, 2024)

How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels. - Linping Qu; Shenghui Song 001; Chi-Ying Tsui; Yuyi Mao (WCNC, 2024)

Model-Driven Sensing-Node Selection for Maneuvering Target Tracking. - Lei Xie 009; Shenghui Song 001; Yonina C. Eldar (WCNC, 2024)

Active IRS-Aided MIMO Communications: How Much Gain Can We Get? - Zeyan Zhuang; Xin Zhang 039; Dongfang Xu; Shenghui Song 001 (WCNC, 2024)

AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions. - Huixian Gu; Liqiang Zhao; Zhu Han 001; Gan Zheng; Shenghui Song 001 (IEEE Commun. Surv. Tutorials, 2024)

Sensing Mutual Information with Random Signals in Gaussian Channels: Bridging Sensing and Communication Metrics. - Lei Xie 009; Fan Liu; Jiajin Luo; Shenghui Song 001 (CoRR, 2024)

Model-Driven Deep Learning for Distributed Detection with Binary Quantization. - Wei Guo 030; Meng He 008; Chuan Huang 001; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2024)

Fundamental Limits of Optical Fiber MIMO Channels With Finite Blocklength. - Xin Zhang 039; Dongfang Xu; Shenghui Song 001; Mérouane Debbah (CoRR, 2024)

The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective. - Tianqu Kang; Lumin Liu; Hengtao He; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (CoRR, 2024)

FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization. - Linping Qu; Shenghui Song 001; Chi-Ying Tsui (CoRR, 2024)

Decentralized MIMO Systems with LMMSE Receivers and Imperfect CSI. - Zeyan Zhuang; Xin Zhang 039; Dongfang Xu; Shenghui Song 001; Yonina C. Eldar (CoRR, 2024)

Sensing-aided Near-Field Secure Communications with Mobile Eavesdroppers. - Yiming Xu; Mingxuan Zheng; Dongfang Xu; Shenghui Song 001; Daniel Benevides da Costa (CoRR, 2024)

Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks. - Tianqu Kang; Zixin Wang; Hengtao He; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (CoRR, 2024)

Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment. - Songjie Xie; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2024)

Siamese Machine Unlearning with Knowledge Vaporization and Concentration. - Songjie Xie; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2024)

AI and Deep Learning for THz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models. - Wentao Yu; Hengtao He; Shenghui Song 001; Jun Zhang 004; Linglong Dai; Lizhong Zheng; Khaled B. Letaief (CoRR, 2024)

Deep Reinforcement Learning for Optimization of RAN Slicing Relying on Control- and User-Plane Separation. - Haiyan Tu; Liqiang Zhao; Yaoyuan Zhang; Gan Zheng; Chen Feng 001; Shenghui Song 001; Kai Liang (IEEE Internet Things J., 2024)

Multiobjective Optimization of Space-Air-Ground-Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms. - Guorong Zhou; Liqiang Zhao; Gan Zheng; Shenghui Song 001; Jiankang Zhang 001; Lajos Hanzo (IEEE Internet Things J., 2024)

Can Underprivileged Children Learn Effectively at Home? A Six-Month Study of Game-Based Traditional Chinese Learning During the Pandemic Lockdown. - Ka Yan Fung; Lik-Hang Lee; Pan Hui 001; Shenghui Song 001 (IEEE Trans. Learn. Technol., 2024)

Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO. - Wentao Yu; Hengtao He; Xianghao Yu; Shenghui Song 001; Jun Zhang 004; Ross D. Murch; Khaled B. Letaief (IEEE J. Sel. Top. Signal Process., 2024)

Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems. - Hengtao He; Xianghao Yu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (IEEE Trans. Wirel. Commun., 2024)

Secrecy Analysis for IRS-Aided Wiretap MIMO Communications: Fundamental Limits and System Design. - Xin Zhang 039; Shenghui Song 001 (IEEE Trans. Inf. Theory, 2024)

Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection. - Wenhao Zhuang; Yuyi Mao; Hengtao He; Lei Xie 009; Shenghui Song 001; Yao Ge 001; Zhi Ding 001 (IEEE Wirel. Commun. Lett., 2024)

Interference Mitigation for Network-Level ISAC: An Optimization Perspective. - Dongfang Xu; Yiming Xu; Xin Zhang 039; Xianghao Yu; Shenghui Song 001; Robert Schober (IEEE Commun. Mag., 2024)

Resource Allocation Design for Next-Generation Multiple Access: A Tutorial Overview. - Zhiqiang Wei 001; Dongfang Xu; Shuangyang Li; Shenghui Song 001; Derrick Wing Kwan Ng; Giuseppe Caire (Proc. IEEE, 2024)

Mutual Information Density of Massive MIMO Systems Over Rayleigh-Product Channels. - Xin Zhang 039; Shenghui Song 001 (IEEE Trans. Commun., 2024)

Humanoid robot-empowered language learning based on self-determination theory. - Ka Yan Fung; Lik Hang Lee; Kuen Fung Sin; Shenghui Song 001; Huamin Qu (Educ. Inf. Technol., 2024)

E2E Network Slicing Optimization for Control- and User-Plane Separation-Based SAGINs With DRL. - Yunfeng Wang; Liqiang Zhao; Xiaoli Chu; Shenghui Song 001; Yansha Deng; Arumugam Nallanathan; Guorong Zhou (IEEE Trans. Veh. Technol., 2024)

Performance vs. Cost Tradeoff for Network Slicing in Open RAN: An Intelligent Hierarchical Algorithm for Flexible Utility-Control. - Guorong Zhou; Liqiang Zhao; Gan Zheng; Shenghui Song 001; Kwang-Cheng Chen (IEEE Trans. Veh. Technol., 2024)

Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design. - Linping Qu; Yuyi Mao; Shenghui Song 001; Chi-Ying Tsui (IEEE Trans. Wirel. Commun., 2024)

Communication-Efficient Federated Distillation: Theoretical Analysis and Performance Enhancement. - Lumin Liu; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (IEEE Internet Things J., 2024)

DysVis: A User-Centred Data Visualization System for Dyslexia Pre-screening. - Ka Yan Fung; Lik Hang Lee; Linping Yuan; Kwong Chiu Fung; Kuen Fung Sin; Tze-Leung Rick Lui; Huamin Qu; Shenghui Song 001 (CHI, 2025)

Federated Low-Rank Adaptation with Differential Privacy for Wireless Networks. - Tianqu Kang; Zixin Wang; Hengtao He; Jun Zhang 004; Shenghui Song 001; Khaled B. Letaief (MeditCom, 2025)

HaDP: Edge Inference via Hardness-Aware Data Partitioning. - Chun Wui Winton Lam; Dongfang Xu; Shenghui Song 001 (MeditCom, 2025)

Multi-Modal Self-Supervised Semantic Communication. - Hang Zhao; Hongru Li; Dongfang Xu; Shenghui Song 001; Khaled B. Letaief (MeditCom, 2025)

Fractional Delay and Doppler Estimation for OTFS Systems with Doppler Squint Effect. - Meiying Zhang; Ruoxiao Cao; Jun Qian; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (WCNC, 2025)

RIS-Aided Secure Communications With Regularized Zero-Forcing Precoding. - Xin Zhang 039; Dongfang Xu; Jingjing Wang 001; Chunxiao Jiang; Shenghui Song 001; Marco Di Renzo (IEEE Trans. Inf. Forensics Secur., 2025)

Motivating Students With Different Needs to Learn Chinese in a Mixed-Background Classroom by Robot-Assisted Learning. - Ka Yan Fung; Kwong Chiu Fung; Tze-Leung Rick Lui; Kuen Fung Sin; Lik-Hang Lee; Huamin Qu; Shenghui Song 001 (IEEE Trans. Learn. Technol., 2025)

Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques. - Wentao Yu; Yifan Ma; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (IEEE Commun. Mag., 2025)

Open-Source Edge AI for 6G Wireless Networks. - Liqiang Zhao; Yunfeng Wang; Xiaoli Chu; Shenghui Song 001; Yansha Deng; Arumugam Nallanathan; George K. Karagiannidis (IEEE Netw., 2025)

Distributed On-Device LLM Inference With Over-the-Air Computation. - Kai Zhang; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2025)

Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning? - Hongru Li; Hang Zhao; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2025)

Joint Beamforming and Power Allocation Strategy for NOMA Empowered ISAC Systems. - Zhanyuan Xie; Randall Li; Yi Gu; Zheng Jiang 005; Jianchi Zhu; Peng Chen 028; Shenghui Song 001 (IEEE Trans. Veh. Technol., 2025)

Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks. - Tianyi Liao; Wei Guo 030; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2025)

Fluid Antenna Meets RIS: Random Matrix Analysis and Two-Timescale Design for Multi-User Communications. - Xin Zhang 039; Dongfang Xu; Jingjing Wang 001; Shenghui Song 001; Derrick Wing Kwan Ng; Mérouane Debbah (CoRR, 2025)

Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks. - Kai Zhang; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2025)

Mutual Information-Empowered Task-Oriented Communication: Principles, Applications and Challenges. - Hongru Li; Songjie Xie; Jiawei Shao; Zixin Wang; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2025)

Decentralized MIMO Systems With Imperfect CSI Using LMMSE Receivers. - Zeyan Zhuang; Xin Zhang 039; Dongfang Xu; Shenghui Song 001; Yonina C. Eldar (IEEE J. Sel. Top. Signal Process., 2025)

Sensing-Assisted Robust SWIPT for Mobile Energy Harvesting Receivers in Networked ISAC Systems. - Yiming Xu; Dongfang Xu; Shenghui Song 001 (IEEE Trans. Wirel. Commun., 2025)

Correction: Humanoid robot-empowered language learning based on self-determination theory. - Ka Yan Fung; Lik Hang Lee; Kuen Fung Sin; Shenghui Song 001; Huamin Qu (Educ. Inf. Technol., 2025)

Low-Complexity CSI Feedback for FDD Massive MIMO Systems via Learning to Optimize. - Yifan Ma; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (IEEE Trans. Wirel. Commun., 2025)

Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models. - Erqiang Tang; Wei Guo 030; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2025)

Fluid Antenna-Assisted MU-MIMO Systems with Decentralized Baseband Processing. - Tianyi Liao; Wei Guo 030; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (CoRR, 2025)

The Actor-Critic Update Order Matters for PPO in Federated Reinforcement Learning. - Zhijie Xie; Shenghui Song 001 (CoRR, 2025)

Fundamental Limits of Two-Hop MIMO Channels: An Asymptotic Approach. - Zeyan Zhuang; Xin Zhang 039; Dongfang Xu; Shenghui Song 001 (IEEE Trans. Inf. Theory, 2025)

Two-Timescale Optimization for E2E Network Slicing-Aided Cloud-Edge Collaborative Networks. - Yunfeng Wang; Liqiang Zhao; Xiaoli Chu; Shenghui Song 001; Yansha Deng; Arumugam Nallanathan; Guorong Zhou (IEEE Trans. Veh. Technol., 2025)

Joint Radiation Power, Antenna Position, and Beamforming Optimization for Pinching-Antenna Systems with Motion Power Consumption. - Yiming Xu; Dongfang Xu; Xianghao Yu; Shenghui Song 001; Zhiguo Ding 001; Robert Schober (CoRR, 2025)

Tackling Distribution Shifts in Task-Oriented Communication With Information Bottleneck. - Hongru Li; Jiawei Shao; Hengtao He; Shenghui Song 001; Jun Zhang 004; Khaled B. Letaief (IEEE J. Sel. Areas Commun., 2025)

Fundamental Limits of Non-Centered Non-Separable Channels and Their Application in Holographic MIMO Communications. - Xin Zhang 039; Shenghui Song 001; Khaled B. Letaief (IEEE Trans. Inf. Theory, 2025)

Exploring the impact of robot interaction on learning engagement: a comparative study of two multi-modal robots. - Ka Yan Fung; Kwong Chiu Fung; Tze-Leung Rick Lui; Kuen Fung Sin; Lik Hang Lee; Huamin Qu; Shenghui Song 001 (Smart Learn. Environ., 2025)