Shenghui Song
Orcid: 0000-0001-6316-8415Affiliations:
- Hong Kong University of Science & Technology, Department of Electronic & Computer Engineering, Hong Kong
- City University of Hong Kong, Hong Kong (former)
According to our database1,
Shenghui Song
authored at least 160 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on scopus.com
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on orcid.org
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on ee.ust.hk
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on ece.ust.hk
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Bibliography
2024
Educ. Inf. Technol., October, 2024
IEEE Trans. Commun., September, 2024
IEEE Commun. Mag., September, 2024
IEEE Wirel. Commun. Lett., July, 2024
Secrecy Analysis for IRS-Aided Wiretap MIMO Communications: Fundamental Limits and System Design.
IEEE Trans. Inf. Theory, June, 2024
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems.
IEEE Trans. Wirel. Commun., May, 2024
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., 2024
Multiobjective Optimization of Space-Air-Ground-Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms.
IEEE Internet Things J., 2024
Deep Reinforcement Learning for Optimization of RAN Slicing Relying on Control- and User-Plane Separation.
IEEE Internet Things J., 2024
Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design.
CoRR, 2024
CoRR, 2024
FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization.
CoRR, 2024
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Sensing Mutual Information with Random Signals in Gaussian Channels: Bridging Sensing and Communication Metrics.
CoRR, 2024
AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions.
IEEE Commun. Surv. Tutorials, 2024
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Create-to-learn Paradigm: A Proxy Visual Storytelling Tool (PVST) for Stimulating Children's Story Sense and Structure.
Proceedings of the 17th International Symposium on Visual Information Communication and Interaction, 2024
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024
The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024
Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments.
Proceedings of the IEEE International Conference on Communications, 2024
Proceedings of the IEEE International Conference on Communications, 2024
2023
Networked Sensing With AI-Empowered Interference Management: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks.
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.
IEEE Trans. Learn. Technol., October, 2023
Joint Multi-Objective Optimization for Radio Access Network Slicing Using Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., September, 2023
Asymptotic Mutual Information Analysis for Double-Scattering MIMO Channels: A New Approach by Gaussian Tools.
IEEE Trans. Inf. Theory, September, 2023
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation.
IEEE J. Sel. Top. Signal Process., July, 2023
IEEE Trans. Wirel. Commun., May, 2023
FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence.
IEEE J. Sel. Areas Commun., April, 2023
IEEE Wirel. Commun., February, 2023
Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design.
IEEE Trans. Wirel. Commun., 2023
FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning.
CoRR, 2023
Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO.
CoRR, 2023
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO.
CoRR, 2023
Multi-objective Optimization of Space-Air-Ground Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms.
CoRR, 2023
AI-Native Transceiver Design for Near-Field Ultra-Massive MIMO: Principles and Techniques.
CoRR, 2023
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks.
CoRR, 2023
CoRR, 2023
Local SGD Accelerates Convergence by Exploiting Second Order Information of the Loss Function.
CoRR, 2023
CoRR, 2023
Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023
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.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023
Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation.
Proceedings of the IEEE International Conference on Communications, 2023
IRS-Aided Secure Communications with Linear Precoding: Performance Analysis and System Design.
Proceedings of the IEEE Globecom Workshops 2023, 2023
Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication.
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework.
Proceedings of the IEEE Global Communications Conference, 2023
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.
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Wirel. Commun., 2022
Deep Reinforcement Learning-Based Optimization for End-to-End Network Slicing With Control- and User-Plane Separation.
IEEE Trans. Veh. Technol., 2022
Bias for the Trace of the Resolvent and Its Application on Non-Gaussian and Non-Centered MIMO Channels.
IEEE Trans. Inf. Theory, 2022
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?
IEEE J. Sel. Top. Signal Process., 2022
Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning.
CoRR, 2022
Networked Sensing with AI-Empowered Environment Estimation: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks.
CoRR, 2022
CoRR, 2022
IRS-aided MIMO Systems over Double-scattering Channels: Impact of Channel Rank Deficiency.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Proceedings of the ISACom@MobiCom 2022: Proceedings of the 1st ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2022
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.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022
Intelligent Reflecting Surface-Aided Maneuvering Target Sensing: True Velocity Estimation.
Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the IEEE Global Communications Conference, 2022
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback.
Proceedings of the IEEE Global Communications Conference, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities.
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.
Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility, 2022
2021
IEEE Netw., 2021
J. Commun. Inf. Networks, 2021
Outage and Finite-SNR DMT Analysis for IRS-aided MIMO Systems: How Large IRSs Need to Be?
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
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.
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the IEEE Global Communications Conference, 2021
2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems.
Proceedings of the IEEE Globecom Workshops, 2020
2019
IEEE Trans. Educ., 2019
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
2018
Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization.
IEEE Trans. Wirel. Commun., 2018
2017
Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems.
IEEE Trans. Wirel. Commun., 2017
Proceedings of the IEEE International Conference on Communications, 2017
2016
Optimal Overlay Cognitive Spectrum Access With F-ALOHA in Macro-Femto Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2016
IEEE Trans. Wirel. Commun., 2016
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
IEEE Trans. Circuits Syst. Video Technol., 2015
Jointly optimal spectrum deployment and cognitive access for ase maximization of macro-femto HetNets.
Proceedings of the IEEE International Conference on Communication, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
2014
IEEE Trans. Wirel. Commun., 2014
Average throughput analysis of downlink cellular networks with multi-antenna base stations.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014
Proceedings of the IEEE International Conference on Communications, 2014
Proceedings of the IEEE Global Communications Conference, 2014
Joint link selection and relay power allocation for energy harvesting relaying systems.
Proceedings of the IEEE Global Communications Conference, 2014
2013
IEEE Trans. Wirel. Commun., 2013
IEEE Trans. Signal Process., 2013
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
2012
IEEE Trans. Commun., 2012
Relay Position Optimization Improves Finite-SNR Diversity Gain of Decode-and-Forward MIMO Relay Systems.
IEEE Trans. Commun., 2012
Maximizing energy efficiency in wireless networks with a minimum average throughput requirement.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012
Proceedings of IEEE International Conference on Communications, 2012
2011
Localized or Interleaved? A Tradeoff between Diversity and CFO Interference in Multipath Channels.
IEEE Trans. Wirel. Commun., 2011
IEEE Trans. Commun., 2011
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011
Proceedings of IEEE International Conference on Communications, 2011
Proceedings of the Global Communications Conference, 2011
2010
Capacity of Correlated MISO Channels with Correlated Co-channel Interference and Noise.
Wirel. Pers. Commun., 2010
Proceedings of IEEE International Conference on Communications, 2010
2009
IEEE Trans. Wirel. Commun., 2009
IEEE Trans. Commun., 2009
Design collaborative systems with multiple AF-relays for asynchronous frequency-selective fading channels.
IEEE Trans. Commun., 2009
IEEE Trans. Commun., 2009
Optimization of transmit-beam number and power allocation for generic correlated MIMO rayleigh channels.
IEEE Trans. Commun., 2009
Proceedings of the 70th IEEE Vehicular Technology Conference, 2009
2008
IEEE Trans. Wirel. Commun., 2008
IEEE Trans. Wirel. Commun., 2008
IEEE Trans. Veh. Technol., 2008
Proceedings of IEEE International Conference on Communications, 2008
2007
IEEE Trans. Veh. Technol., 2007
IEEE Trans. Commun., 2007
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
Efficient Optimization of Input Covariance Matrix for MISO in Correlated Rayleigh Fading.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
Proceedings of the IEEE 18th International Symposium on Personal, 2007
Proceedings of IEEE International Conference on Communications, 2007
2006
IEEE Trans. Commun., 2006
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006
Proceedings of IEEE International Conference on Communications, 2006
2005
IEEE Trans. Veh. Technol., 2005
Proceedings of IEEE International Conference on Communications, 2005
2004
Proceedings of IEEE International Conference on Communications, 2004