Shenghui Song

Khaled B. Letaief

IEEE J. Sel. Areas Commun., December, 2023

Can Students With Dyslexia Learn Independently? A Seven-Week Study of Chinese Character Learning in an Informal Learning Environment.

[BibT_eX]

[DOI]

IEEE Trans. Learn. Technol., October, 2023

Joint Multi-Objective Optimization for Radio Access Network Slicing Using Multi-Agent Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., September, 2023

Asymptotic Mutual Information Analysis for Double-Scattering MIMO Channels: A New Approach by Gaussian Tools.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, September, 2023

An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., July, 2023

Graph Neural Networks for Wireless Communications: From Theory to Practice.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., May, 2023

FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence.

[BibT_eX]

[DOI]

Zhijie Xie

IEEE J. Sel. Areas Commun., April, 2023

Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., February, 2023

Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2023

FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning.

[BibT_eX]

[DOI]

Ho Man Kwan

CoRR, 2023

Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO.

[BibT_eX]

[DOI]

CoRR, 2023

Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments.

[BibT_eX]

[DOI]

CoRR, 2023

Sensing Mutual Information with Random Signals in Gaussian Channels.

[BibT_eX]

[DOI]

CoRR, 2023

How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-objective Optimization of Space-Air-Ground Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms.

[BibT_eX]

[DOI]

CoRR, 2023

AI-Native Transceiver Design for Near-Field Ultra-Massive MIMO: Principles and Techniques.

[BibT_eX]

[DOI]

CoRR, 2023

Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks.

[BibT_eX]

[DOI]

Gerry Windiarto Mohamad Dunda

Yonina C. Eldar

CoRR, 2023

Handling Group Fairness in Federated Learning Using Augmented Lagrangian Approach.

[BibT_eX]

[DOI]

CoRR, 2023

Local SGD Accelerates Convergence by Exploiting Second Order Information of the Loss Function.

[BibT_eX]

[DOI]

Linxuan Pan

CoRR, 2023

Active IRS-Aided MIMO Systems: How Much Gain Can We Get?

[BibT_eX]

[DOI]

CoRR, 2023

Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Secrecy Analysis for MISO Broadcast Systems with Regularized Zero-Forcing Precoding.

[BibT_eX]

[DOI]

Yonina C. Eldar

CoRR, 2023

Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Integrated Sensing and Communication in Coordinated Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Resource Allocation for OTFS-Based ISAC Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Multi-Objective Optimization for Active IRS-Assisted Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Fundamental Limits and Base Station Selection for Collaborative Sensing in Perceptive Mobile Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers.

[BibT_eX]

[DOI]

Dohoon Kim

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

IRS-Aided Secure Communications with Linear Precoding: Performance Analysis and System Design.

[BibT_eX]

[DOI]

Dongfang Xu

Proceedings of the IEEE Globecom Workshops 2023, 2023

Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Binary Federated Learning with Client-Level Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

URLLC in IRS-Aided MIMO Systems: Finite Blocklength Analysis and Design.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Perceptive Mobile Network With Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Learn to Communicate With Neural Calibration: Scalability and Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Deep Reinforcement Learning-Based Optimization for End-to-End Network Slicing With Control- and User-Plane Separation.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

Bias for the Trace of the Resolvent and Its Application on Non-Gaussian and Non-Centered MIMO Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2022

Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?

[BibT_eX]

[DOI]

Xianghao Yu

IEEE J. Sel. Top. Signal Process., 2022

Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Second-Order Coding Rate of Quasi-Static Rayleigh-Product MIMO Channels.

[BibT_eX]

[DOI]

CoRR, 2022

Secrecy Analysis for IRS-aided Wiretap MIMO Communications: Fundamental Limits and System Design.

[BibT_eX]

[DOI]

CoRR, 2022

Networked Sensing with AI-Empowered Environment Estimation: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection.

[BibT_eX]

[DOI]

CoRR, 2022

IRS-aided MIMO Systems over Double-scattering Channels: Impact of Channel Rank Deficiency.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Iterative sparse recovery based passive localization in perceptive mobile networks.

[BibT_eX]

[DOI]

Proceedings of the ISACom@MobiCom 2022: Proceedings of the 1st ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2022

Content-Aware Client Selection for Federated Learning in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Intelligent Reflecting Surface-Aided Maneuvering Target Sensing: True Velocity Estimation.

[BibT_eX]

[DOI]

Xianghao Yu

Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

Communication-Efficient Federated Distillation with Active Data Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

FedDQ: Communication-Efficient Federated Learning with Descending Quantization.

[BibT_eX]

[DOI]

Linping Qu

Chi-Ying Tsui

Proceedings of the IEEE Global Communications Conference, 2022

Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling.

[BibT_eX]

[DOI]

Ho Man Kwan

Proceedings of the Computer Vision - ECCV 2022, 2022

Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities.

[BibT_eX]

[DOI]

Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility, 2022

Designing a Game for Pre-Screening Students with Specific Learning Disabilities in Chinese.

[BibT_eX]

[DOI]

Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility, 2022

2021

Machine-Learning-Aided Mission-Critical Internet of Underwater Things.

[BibT_eX]

[DOI]

IEEE Netw., 2021

Cell-Free Massive MIMO for 6G Wireless Communication Networks.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2021

Outage and Finite-SNR DMT Analysis for IRS-aided MIMO Systems: How Large IRSs Need to Be?

[BibT_eX]

[DOI]

Xianghao Yu

CoRR, 2021

Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach.

[BibT_eX]

[DOI]

CoRR, 2021

Large-scale IRS-aided MIMO over Double-scattering Channel: An Asymptotic Approach.

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical Quantized Federated Learning: Convergence Analysis and System Design.

[BibT_eX]

[DOI]

CoRR, 2021

AI Empowered Resource Management for Future Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Distributed Expectation Propagation Detection for Cell-Free Massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

Client-Edge-Cloud Hierarchical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2020

2019

Developing and Assessing MATLAB Exercises for Active Concept Learning.

[BibT_eX]

[DOI]

IEEE Trans. Educ., 2019

Edge-Assisted Hierarchical Federated Learning with Non-IID Data.

[BibT_eX]

[DOI]

CoRR, 2019

Connectivity-Aware UAV Path Planning with Aerial Coverage Maps.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

2018

Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

2017

Mobility-Aware Caching in D2D Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Mobility increases the data offloading ratio in D2D caching networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

2016

Optimal Overlay Cognitive Spectrum Access With F-ALOHA in Macro-Femto Heterogeneous Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Optimal QoS-Aware Channel Assignment in D2D Communications With Partial CSI.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

QoS-aware joint mode selection and channel assignment for D2D communications.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Cache size allocation in backhaul limited wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Selective uplink training for massive MIMO systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Interface MB-Based Video Content Editing Transcoding.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2015

Jointly optimal spectrum deployment and cognitive access for ase maximization of macro-femto HetNets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communication, 2015

Analysis of area spectral efficiency and link reliability in multiuser MIMO HetNets.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Interference Alignment in Dual-Hop MIMO Interference Channel.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Selective Relay-Activation for Conditional DF Relaying.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2014

Average throughput analysis of downlink cellular networks with multi-antenna base stations.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Cognitive spectrum access in two-tier femtocell networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Cognitive spectrum access in macro-femto heterogeneous networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Joint link selection and relay power allocation for energy harvesting relaying systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2013

Prior Zero Forcing for Cognitive Relaying.

[BibT_eX]

[DOI]

Mazen O. Hasna

IEEE Trans. Wirel. Commun., 2013

Outage-Capacity Based Adaptive Relaying in LTE-Advanced Networks.

[BibT_eX]

[DOI]

Ali F. Almutairi

IEEE Trans. Wirel. Commun., 2013

Cooperative Cognitive Networks: Optimal, Distributed and Low-Complexity Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Achievable Diversity Gain of Interference Channel.

[BibT_eX]

[DOI]

J. Zhong

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Optimality of amplify-and-forward based two-way relaying.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

2012

System Design, DMT Analysis, and Penalty for Non-Coherent Relaying.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

Relay Position Optimization Improves Finite-SNR Diversity Gain of Decode-and-Forward MIMO Relay Systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

Maximizing energy efficiency in wireless networks with a minimum average throughput requirement.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Interference alignment in MIMO interference relay channels.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Selective water-filling for decode-and-forward cooperative systems.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

Achievable diversity gain of K-user interference channel.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

Localized or Interleaved? A Tradeoff between Diversity and CFO Interference in Multipath Channels.

[BibT_eX]

[DOI]

Guoliang Chen

IEEE Trans. Wirel. Commun., 2011

Diversity Analysis for Linear Equalizers over ISI Channels.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

A low-complexity precoding scheme for PAPR reduction in SC-FDMA systems.

[BibT_eX]

[DOI]

Guoliang Chen

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Achieving Space Diversity with Non-Coherent AF Relaying.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

Prior Zero-Forcing for Relaying Primary Signals in Cognitive Network.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

2010

Capacity of Correlated MISO Channels with Correlated Co-channel Interference and Noise.

[BibT_eX]

[DOI]

Dian-Wu Yue

Wirel. Pers. Commun., 2010

Spectrum sensing with active cognitive systems.

[BibT_eX]

[DOI]

Karama Hamdi

IEEE Trans. Wirel. Commun., 2010

Transmit and Cooperative Beamforming in Multi-Relay Systems.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

2009

Optimal decoder for channels with estimation errors.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2009

Input-distribution optimization for channels with estimation errors.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2009

Design collaborative systems with multiple AF-relays for asynchronous frequency-selective fading channels.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2009

Mutual Information of Multipath Channels with Imperfect Channel Information.

[BibT_eX]

[DOI]

Qi Tu Zhang

IEEE Trans. Commun., 2009

Optimization of transmit-beam number and power allocation for generic correlated MIMO rayleigh channels.

[BibT_eX]

[DOI]

Jiangyuan Li

IEEE Trans. Commun., 2009

Active Sensing for Cognitive Radio.

[BibT_eX]

[DOI]

Yeuk Lam Hsieh

Qi Tu Zhang

Proceedings of the 70th IEEE Vehicular Technology Conference, 2009

2008

TH-CDMA-PPM with Noncoherent Detection for Low Rate WPAN.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

Multi-Dimensional Detector for UWB Ranging Systems in Dense Multipath Environments.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

A Systematic Procedure for Accurately Approximating Lognormal-Sum Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2008

CDMA-PPM for UWB Impulse Radio.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2008

Capacity of Wireless Systems with Channel Estimation Errors.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

2007

Dimension-Diversity Receiver for the Detection of UWB Signals.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2007

Exact Expression for the Coherence Bandwidth of Rayleigh Fading Channels.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2007

Noncoherent Detection of TH-CDMA-PPM Signals for Low Rate WPAN.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Efficient Optimization of Input Covariance Matrix for MISO in Correlated Rayleigh Fading.

[BibT_eX]

[DOI]

Feng Li

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Exact Coherence Bandwidth of Rayleigh Fading Channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Symposium on Personal, 2007

Multi-template Detection of UWB Ranging Signals in Dense Multipath Environments.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

2006

Eigen-Based Receivers for the Detection of Random UWB Signals.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2006

Model Selection and Estimation for Lognormal Sums in Pearson's Framework.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Dimension Diversity for the Enhancement of UWB Signal Detection.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Efficient Estimation of Fast Fading OFDM Channels.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2006

2005

Parsimonious correlated nonstationary models for real baseband UWB data.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2005

UWB signal detection using eigen-based receiver.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2005

2004

Parsimonious correlated nonstationary models for real UWB data.

[BibT_eX]

[DOI]