Faculty Profiles - SONG Shenghui | The Hong Kong University of Science and Technology

2024 29

ADPS – A Pre-screening Tool for Students with Dyslexia in Learning Traditional Chinese

IEEE Transactions on Learning Technologies, v. 17, April 2024, article number 10488748, p. 1454-1470
Fung, Ka Yan; Tang, Kit Yi; Lui, Tze Leung Rick; Sin, Kuen Fung; Lee, Lik Hang; Qu, Huamin; Song, Shenghui
Article

AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions

IEEE Communications Surveys and Tutorials, v. 26, (2), May 2024, article number 10336879, p. 1322-1385
Gu, Huixian; Zhao, Liqiang; Han, Zhu; Zheng, Gan; Song, Shenghui
Article

Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection

IEEE Wireless Communications Letters, v. 13, (7), July 2024, article number 10516684, p. 1913-1917
Zhuang, Wenhao; Mao, Yuyi; He, Hengtao; Xie, Lei; Song, Shenghui; Ge, Yao; Ding, Zhi
Article

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

IEEE Journal on Selected Topics in Signal Processing, v. 18, (4), June 2024, article number 10556727, p. 714-729
Yu, Wentao; He, Hengtao; Yu, Xianghao; Song, Shenghui; Zhang, Jun; Murch, Ross David; Ben Letaief, Khaled
Article

Can Underprivileged Children Learn Effectively at Home? A Six-Month Study of Game-based Traditional Chinese Learning During the Pandemic Lockdown

IEEE Transactions on Learning Technologies, v. 17, January 2024, article number 10066497, p. 294-309
Fung, Ka Yan; Lee, Lik Hang; Hui, Pan; Song, Shenghui
Article

Communication-Efficient Federated Distillation: Theoretical Analysis and Performance Enhancement

IEEE Internet of Things Journal, August 2024, article number 10640061
Liu, Lumin; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Article

Deep Reinforcement Learning for Optimization of RAN Slicing Relying on Control-and User-Plane Separation

IEEE Internet of Things Journal, v. 11, (5), March 2024, article number 10266672, p. 8485-8498
Tu, Haiyan; Zhao, Liqiang; Zhang, Yaoyuan; Zheng, Gan; Feng, Chen; Song, Shenghui; Liang, Kai
Article

E2E Network Slicing Optimization for Control- and User-Plane Separation-based SAGINs with DRL

IEEE Transactions on Vehicular Technology, June 2024, article number 10561619, p. 1-16
Wang, Yunfeng; Zhao, Liqiang; Chu, Xiaoli; Song, Shenghui; Deng, Yansha; Nallanathan, Arumugam; Zhou, Guorong
Article

Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design

IEEE Transactions on Wireless Communications, September 2024, article number 10669200
Qu, Linping; Mao, Yuyi; Song, Shenghui; Tsui, Chi Ying
Article

From BIM to digital twin in BIPV: A review of current knowledge

Sustainable Energy Technologies and Assessments, v. 67, July 2024, article number 103855, p. 1-10
Wang, Wanting; Xu, Kaiyan; Song, Shenghui; Bao, Yuxin; Xiang, Changying
Article

Humanoid robot-empowered language learning based on self-determination theory

Education and Information Technologies, March 2024
Fung, Ka Yan; Lee, Lik Hang; Sin, Kuen Fung; Song, Shenghui; Qu, Huamin
Article

Interference Mitigation for Network-Level ISAC: An Optimization Perspective

IEEE Communications Magazine, v. 62, (9), September 2024, article number 10663785, p. 28-34
Xu, Dongfang; Xu, Yiming; Zhang, Xin; Yu, Xianghao; Song, Shenghui; Schober, Robert
Article

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

IEEE Transactions on Wireless Communications, v. 23, (5), May 2024, article number 10278093, p. 4709-4723
He, Hengtao; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Letaief, Khaled B.
Article

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

IEEE Internet of Things Journal, v. 11, (5), March 2024, article number 10263617, p. 8327-8344
Zhou, Guorong; Zhao, Liqiang; Zheng, Gan; Song, Shenghui; Zhang, Jiankang; Hanzo, Lajos
Article

Mutual information density of massive MIMO systems over Rayleigh-product channels

IEEE Transactions on Communications, April 2024, article number 10495334
Zhang, Xin; Song, Shenghui
Article

Open-Source Edge AI for 6G Wireless Networks

IEEE Network, June 2024, article number 10552244, p. 1-1
Zhao, Liqiang; Wang, Yunfeng; Chu, Xiaoli; Song, Shenghui; Deng, Yansha; Nallanathan, Arumugam; Karagiannidis, George K.
Article

Performance vs. Cost Tradeoff for Network Slicing in Open RAN: An Intelligent Hierarchical Algorithm for Flexible Utility-Control

IEEE Transactions on Vehicular Technology, v. 73, (11), November 2024, article number 10606062, p. 17697-17713
Zhou, Guorong; Zhao, Liqiang; Zheng, Gan; Song, Shenghui; Chen, Kwang-Cheng
Article

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

IEEE Transactions on Information Theory, v. 70, (6), June 2024, article number 10328640, p. 4140-4159
Zhang, Xin; Song, Shenghui
Article

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

IEEE Wireless Communications and Networking Conference, WCNC / Institute of Electrical and Electronics Engineers Inc.. New York, USA : Institute of Electrical and Electronics Engineers Inc., 2024, p. 1-6, Article number 10570925
Zhuang, Zeyan; Zhang, Xin; Xu, Dongfang; Song, Shenghui
Conference paper

Asymmetric Neural Image Compression with High-Preserving Information

Proceedings - IEEE International Symposium on Circuits and Systems / Institute of Electrical and Electronics Engineers Inc.. New York, USA : Institute of Electrical and Electronics Engineers Inc., 2024, p. 1-5, Article number 10558635
Hu, Kai; Liu, Yu; Xu, Fang; Liu, Renhe; Wang, Han; Song, Shenghui
Conference paper

Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks

2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) / IEEE. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2024, p. 191-196, Article number: 10621322
Xie, Songjie; He, Hengtao; Li, Hongru; Song, Shenghui; Zhang, Jun; Zhang, Ying-Jun Angela; Ben Letaief, Khaled
Conference paper

Fairness-aware Federated Minimax Optimization with Convergence Guarantee

Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024 / IEEE. Piscataway, NJ : IEEE, 2024, p. 563-568, article number 10605296
Dunda, Gerry Windiarto Mohamad; Song, Shenghui
Conference paper

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

IEEE Wireless Communications and Networking Conference, WCNC / Institute of Electrical and Electronics Engineers Inc.. New York, USA : Institute of Electrical and Electronics Engineers Inc., 2024, p. 1-6, Article number 10570687
Qu, Linping; Song, Shenghui; Tsui, Chi Ying; Mao, Yuyi
Conference paper

Learning Bayes-optimal channel estimation for holographic MIMO in unknown EM environments

IEEE International Conference on Communications, Edited by Valenti M., Reed D., Torres M.. New York, USA : Institute of Electrical and Electronics Engineers Inc., 2024, p. 3592-3597, Article number 10622519
Yu, Wentao; He, Hengtao; Yu, Xianghao; Song, Shenghui; Zhang, Jun; Murch, Ross David; Ben letaief, Khaled
Conference paper

Lightweight and Flexible Deep Equilibrium Learning for CSI Feedback in FDD Massive MIMO

2024 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2024 / Institute of Electrical and Electronics Engineers Inc.. New York, USA : Institute of Electrical and Electronics Engineers Inc., 2024, p. 299-304, Article number 10624945
Ma, Yifan; Yu, Wentao; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Conference paper

Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization

2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom) / IEEE. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2024, p. 102-107, Article number: 10621336
Guo, Wei; He, Meng; Huang, Chuan; He, Hengtao; Song, Shenghui; Zhang, Jun; Ben Letaief, Khaled
Conference paper

Model-Driven Sensing-Node Selection for Maneuvering Target Tracking

IEEE Wireless Communications and Networking Conference, WCNC / Institute of Electrical and Electronics Engineers Inc.. New York, USA : Institute of Electrical and Electronics Engineers Inc., 2024, p. 1-6, Article number 10570550
Xie, Lei; Song, Shenghui; Eldar, Yonina C.
Conference paper

Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems

IEEE Wireless Communications and Networking Conference, WCNC / Institute of Electrical and Electronics Engineers Inc.. New York, USA : Institute of Electrical and Electronics Engineers Inc., 2024, p. 1-6, Article number 10570624
Cao, Ruoxiao; Yu, Wentao; He, Hengtao; Yu, Xianghao; Song, Shenghui; Zhang, Jun; Gong, Yi; Ben letaief, Khaled
Conference paper

Sensing Mutual Information with Random Signals in Gaussian Channels

ICC 2024 - IEEE International Conference on Communications / IEEE. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2024, p. 2228-2233, Article number: 10622618
Xie, Lei; Liu, Fan; Xie, Zhanyuan; Jiang, Zheng; Song, Shenghui
Conference paper

2023 23

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

IEEE Journal on Selected Topics in Signal Processing, v. 17, (4), July 2023, article number 10143629, p. 761-776
Yu, Wentao; Shen, Yifei; He, Hengtao; Yu, Xianghao; Song, Shenghui; Zhang, Jun; Ben letaief, Khaled
Article

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

IEEE Transactions on Information Theory, v. 69, (9), September 2023, article number 10119223, p. 5497-5527
Zhang, Xin; Song, Shenghui
Article

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

IEEE Transactions on Learning Technologies, v. 16, (5), October 2023, article number 9984951, p. 619-632
Fung, Ka Yan; Perrault, Simon Tangi; Lee, Lik-Hang; Fung, Kwong Chiu; Song, Shenghui
Article

Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges

IEEE Wireless Communications, v. 30, (1), February 2023, article number 10077114, p. 16-23
Xie, Lei; Song, Shenghui; Eldar, Yonina C.; Ben Letaief, Khaled
Article

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

IEEE Journal on Selected Areas in Communications, v. 41, (4), April 2023, article number 10038492, p. 1227-1242
Xie, Zhijie; Song, Shenghui
Article

Graph Neural Networks for Wireless Communications: From Theory to Practice

IEEE Transactions on Wireless Communications, v. 22, (5), May 2023, article number 9944643, p. 3554-3569
Shen, Yifei; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Article

Hierarchical Federated Learning with Quantization: Convergence Analysis and System Design

IEEE Transactions on Wireless Communications, v. 22, (1), January 2023, article number 9834296, p. 2-18
Liu, Lumin; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Article

Joint Multi-objective Optimization for Radio Access Network Slicing Using Multi-agent Deep Reinforcement Learning

IEEE Transactions on Vehicular Technology, v. 72, (9), September 2023, article number 10106015, p. 11828-11843
Zhou, Guorong; Zhao, Liqiang; Zheng, Gan; Xie, Zhijie; Song, Shenghui; Chen, Kwang-Cheng
Article

Networked Sensing with AI-Empowered Interference Management: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks

IEEE Journal on Selected Areas in Communications, v. 41, (12), December 2023, article number 10274487, p. 3863-3877
Xie, Lei; Song, Shenghui; Ben Letaief, Khaled
Article

Binary federated learning with client-level differential privacy

Proceedings - IEEE Global Communications Conference, GLOBECOM / IEEE. Piscataway, NJ : IEEE, 2023, p. 3849-3854, article number 10437593
Liu, Lumin; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Conference paper

Blind performance prediction for deep learning based ultra-massive MIMO channel estimation

Yu, Wentao; He, Hengtao; Yu, Xianghao; Song, Shenghui; Zhang, Jun; Ben Letaief, Khaled
Conference paper

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

IEEE International Conference on Communications, v. 2023-May, October 2023, article number 10278894, p. 2613-2618
Yu, Wentao; He, Hengtao; Yu, Xianghao; Song, Shenghui; Zhang, Jun; Ben Letaief, Khaled
Conference paper

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

2023 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2023 / IEEE. Piscataway, NJ : IEEE, 2023, p. 97-102, article number 10266619
Xu, Yiming; Xie, Lei; Xu, Dongfang; Song, Shenghui
Conference paper

GNN-enhanced approximate message passing for massive/ultra-massive MIMO detection

Proceedings of the 2023 IEEE Wireless Communications and Networking Conference (WCNC), v. 2023-March, May 2023, article number 10118792
He, Hengtao; Kosasih, Alva; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Hardjawana, Wibowo; Ben Letaief, Khaled
Conference paper

Integrated Sensing and Communication in Coordinated Cellular Networks

IEEE Workshop on Statistical Signal Processing Proceedings, v. 2023, July 2023, article number 10207991, p. 90-94
Xu, Dongfang; Liu, Chang; Song, Shenghui; Ng, Derrick Wing Kwan
Conference paper

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

2023 IEEE Globecom Workshops, GC Wkshps 2023 / IEEE. Piscataway, NJ : IEEE, 2023, p. 1439-1444, article number 10465215
Zhang, Xin; Xu, Dongfang; Song, Shenghui
Conference paper

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

Proceedings - IEEE Global Communications Conference, GLOBECOM / IEEE. New York, NY : IEEE, 2024, p. 3111-3117, Article number 10436719
Xu, Yiming; Xu, Dongfang; Xie, Lei; Song, Shenghui
Conference paper

Multi-Objective Optimization for Active IRS-Assisted Communication Systems

2023 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2023, September 2023, article number 10266592, p. 340-345
Xu, Dongfang; Yu, Xianghao; Song, Shenghui; Ng, Derrick Wing Kwan; Schober, Robert
Conference paper

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

2023 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2023, September 2023, article number 10266403, p. 109-114
Kim, Dohoon; Song, Shenghui
Conference paper

Resource Allocation for OTFS-Based ISAC Systems

2023 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2023, September 2023, article number 10266402, p. 282-287
Zhang, Meiying; He, Hengtao; Song, Shenghui; Zhang, Jun; Letaief, Khaled B.
Conference paper

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

Proceedings of the International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt / IEEE. Piscataway, NJ : IEEE, 2023, p. 673-680, article number 10349846
Xu, Dongfang; Xu, Yiming; Wei, Zhiqiang; Song, Shenghui; Ng, Derrick Wing Kwan
Conference paper

Task-oriented communication with out-of-distribution detection: An information bottleneck framework

Proceedings - IEEE Global Communications Conference, GLOBECOM / IEEE. Piscataway, NJ : IEEE, 2023, p. 3136-3141, article number 10436784
Li, Hongru; Yu, Wentao; He, Hengtao; Shao, Jiawei; Song, Shenghui; Zhang, Jun; Ben letaief, Khaled
Conference paper

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

Conference Record - Asilomar Conference on Signals, Systems and Computers / IEEE. Piscataway, NJ : IEEE, 2023, p. 496-503, article number 10476786
Zhang, Xin; Song, Shenghui
Conference paper

2022 16

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

IEEE Transactions on Information Theory, v. 68, (5), May 2022, article number 9665714, p. 2857-2876
Zhang, Xin; Song, Shenghui
Article

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

IEEE Transactions on Vehicular Technology, v. 71, (11), November 2022, article number 9832782, p. 12179-12194
Wang, Yunfeng; Zhao, Liqiang; Chu, Xiaoli; Song, Shenghui; Deng, Yansha; Nallanathan, Arumugam; Liang, Kai
Article

Learn to Communicate with Neural Calibration: Scalability and Generalization

IEEE Transactions on Wireless Communications, v. 21, (11), November 2022, article number 9796036, p. 9947-9961
Ma, Yifan; Shen, Yifei; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Letaief, Khaled Ben
Article

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

IEEE Journal on Selected Topics in Signal Processing, v. 16, (5), 20 May 2022, article number 9779577, p. 1070-1085
Zhang, Xin; Yu, Xianghao; Song, Shenghui
Article

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

IEEE Transactions on Wireless Communications, v. 21, (12), December 2022, article number 9802828, p. 10193-10207
Xie, Lei; Wang, Peilan; Song, Shenghui; Ben Letaief, Khaled
Article

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

2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2022, p. 1721-1726, Article number 10001124
Ma, Yifan; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

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

2022 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2022, 2022, article number 9928765, p. 160-165
Cao, Ruoxiao; He, Hengtao; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Gong, Yi; Ben Letaief, Khaled
Conference paper

Communication-Efficient Federated Distillation with Active Data Sampling

IEEE International Conference on Communications, v. 2022-May, 2022, article number 9839214, p. 201-206
Liu, Lumin; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Conference paper

Content-Aware Client Selection for Federated Learning in Wireless Networks

2022 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2022, article number 9928665, p. 49-54
Qiao, Zhefeng; Shen, Yifei; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

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

ASSETS 2022 - Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility / Edited by Jon Froehlich, Kristen Shinohara, Stephanie Ludi. New York, NY, USA : Association for Computing Machinery, 2022, p. 1-5, Article number 51
Fung, Ka Yan; Wen, Zikai Alex; Li, Haotian; Wang, Xingbo; Song, Shenghui; Qu, Huamin
Conference paper

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

ASSETS '22: Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility / Edited by Jon Froehlich, Kristen Shinohara, Stephanie Ludi. New York, NY, USA : Association for Computing Machinery, 2022, p. 1-5, Article number 77
Fung, Ka Yan; Sin, Kuen Fung; Wen, Zikai Alex; Lee, Lik-Hang; Song, Shenghui; Qu, Huamin
Conference paper

FedDQ: Communication-Efficient Federated Learning with Descending Quantization

2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2022, p. 281-286, Article number 10001205
Qu, Linping; Song, Shenghui; Tsui, Chi Ying
Conference paper

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

Proceedings of the International Symposium on Wireless Communication Systems, v. 2022-October, November 2022, article number 9940361
Xie, Lei; Yu, Xianghao; Song, Shenghui
Conference paper

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

2022 IEEE Wireless Communications and Networking Conference (WCNC) / Institute of Electrical and Electronics Engineers. Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2022, p. 2076-2081, Article number: 9771563
Zhang, Xin; Yu, Xianghao; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Iterative sparse recovery based passive localization in perceptive mobile networks

ISACom 2022 - Proceedings of the 2022 1st ACM MobiCom Workshop on Integrated Sensing and Communications Systems, Part of MobiCom 2022, 21 October 2022, p. 55-60
Xie, Lei; Song, Shenghui
Conference paper

SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 13681 LNCS, 23 October 2022, p. 229-244
Kwan, Ho Man; Song, Shenghui
Conference paper

2021 5

Cell-free massive MIMO for 6G wireless communication networks

Journal of Communications and Information Networks, v. 6, (4), December 2021, article number 9663100, p. 321-335
He, Hengtao; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Article

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

IEEE Network, v. 35, (4), July-August 2021, article number 9520368, p. 160-166
Hou, Xiangwang; Wang, Jingjing; Fang, Zhengru; Zhang, Xin; Song, Shenghui; Zhang, Xudong; Ren, Yong
Article

AI Empowered Resource Management for Future Wireless Networks

2021 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2021, September 2021, article number 9647580, p. 252-257
Shen, Yifei; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Distributed Expectation Propagation Detection for Cell-Free Massive MIMO

2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings, December 2021, article number 9685334
He, Hengtao; Wang, Hanqing; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

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

2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings / IEEE. New York, NY, USA : IEEE, 2021
Ma, Yifan; Shen, Yifei; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

2020 3

A low-complexity algorithmic framework for large-scale IRS-assisted wireless systems

2020 IEEE Globecom Workshops, GC Wkshps 2020 - Proceedings / IEEE. New York, NY, USA : IEEE, 2021, Article no: 367432
Ma, Yifan; Shen, Yifei; Yu, Xianghao; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Client-edge-cloud hierarchical federated learning

IEEE International Conference on Communications, v. 2020-June, June 2020, article number 9148862
Liu, Lumin; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Conference paper

Deep learning for scalable wireless resource allocation: which model to use?

Shen, Yifei; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

2019 2

Developing and Assessing MATLAB Exercises for Active Concept Learning

IEEE Transactions on Education, v. 62, (1), February 2019, p. 2-10
Song, Shenghui; Antonelli, Marco; Fung, Tony W. K.; Armstrong, Brandon D.; Chong, Amy; Lo, Albert; Shi, Bertram Emil
Article

Connectivity-aware UAV path planning with aerial coverage maps

IEEE Wireless Communications and Networking Conference, WCNC, v. 2019-April, April 2019, article number 8886129
Yang, Hongyu; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Conference paper

2018 1

Exploiting Mobility In Cache-assisted D2D Networks: Performance Analysis And Optimization

IEEE Transactions on Wireless Communications, v.17, (8), Augest 2018, article number 8393473, p. 5592-5605
Wang, Rui; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Article

2017 3

Mobility-Aware Caching in D2D Networks

IEEE Transactions on Wireless Communications, v. 16, (8), Aug 2017, article number 7932468, p. 5001-5015
Wang, Rui; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Article

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

IEEE Transactions on Wireless Communications, v. 16, (9), September 2017, article number 7956189, p. 5994-6009
Mao, Yuyi; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Article

Mobility Increases the Data Offloading Ratio in D2D Caching Networks

IEEE International Conference on Communications, July 2017, article number 7997463
Wang, Rui; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Conference paper

2016 7

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

IEEE Transactions on Wireless Communications, v. 15, (2), February 2016, p. 1323-1335
Yang, Lu; Song, Shenghui; Ben Letaief, Khaled
Article

Cache Size Allocation in Backhaul Limited Wireless Networks

2016 IEEE International Conference on Communications (ICC), July 2016, article number 7511288
Peng, Xi; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Optimal QoS-aware Channel Assignment in D2D Communications with Partial CSI

IEEE Transacations on Wireless Communications, v. 15, (11), November 2016, article number 7557035, p. 7594-7609
Wang, Rui; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

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

2016 IEEE Global Communications Conference (GLOBECOM), 2016, article number 7842160
Mao, Yuyi; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

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

2015 IEEE Global Communications Conference (GLOBECOM) / IEEE. New York, USA : IEEE, 2016, Article number 7417341
Wang, Rui; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

QoS-Aware Joint Mode Selection and Channel Assignment for D2D Communications

2016 IEEE International Conference on Communications (ICC), July 2016, article number 7511283, p. 3812-3817
Wang, Rui; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Selective Uplink Training for Massive MIMO Systems

2016 IEEE International Conference on Communications (ICC) / IEEE. IEEE, 2016, Article number 7511214
Li, Changming; Zhang, Jun; Song, Shenghui; Ben Letaief, Khaled
Conference paper

2015 3

Interface MB-Based Video Content Editing Transcoding

IEEE Transactions on Circuits and Systems for Video Technology, v. 25, (2), February 2015, article number 6843976, p. 261-274
Liu, Yu; Duan, Jizhong; Wang, Shaochu; Song, S.H.
Article

Analysis of Area Spectral Efficiency and Link Reliability in Multiuser MIMO HetNets

ICC 2015 - 2015 IEEE International Conference on Communications, Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 2839-2844
Li, Chang; Zhang, Jun; Song, Shenghui; Ben letaief, Khaled
Conference paper

Jointly Optimal Spectrum Deployment and Cognitive Access for ASE Maximization of Macro-Femto HetNets

2015 ICC - 2015 IEEE International Conference on Communication Workshop /IEEE. New York, USA : Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 100-105, Article number 7247162
Yang, Lu; Song, Shenghui; Ben letaief, Khaled
Conference paper

2014 4

Interference Alignment in Dual-Hop MIMO Interference Channel

IEEE Transactions on Wireless Communications, v. 13, (3), March 2014, article number 6725579, p. 1274-1283
Chen, Xiang; Song, Shenghui; Ben letaief, Khaled
Article

Selective Relay-Activation for Conditional DF Relaying

IEEE Transactions on Communications, v. 62, (3), March 2014, p. 888-899
Song, Shenghui; Zhang, Qitu; Ben letaief, Khaled
Article

Cognitive spectrum access in macro-femto heterogeneous networks

2014 IEEE Global Communications Conference, December 2014, article number 7037478, p. 4269-4274
Yang, Lu; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Cognitive spectrum access in two-tier femtocell networks

2014 IEEE International Conference on Communications, ICC 2014, 2014, article number 6884172, p. 5354-5359
Yang, Lu; Song, Shenghui; Letaief, Khaled Ben
Conference paper

2013 4

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

IEEE Transactions on Signal Processing, v. 61, (11), 2013, article number 6497674, p. 2778-2790
Zheng, Gan; Song, Shenghui; Wong, Kai-Kit; Ottersten, Bjorn
Article

Optimality of Amplify-and-Forward Based Two-Way Relaying

2013 IEEE Wireless Communications and Networking Conference (WCNC), April 2013, article number 6555165, p. 3715-3719
Li, H.; Liu, M.W.; Song, Shenghui; Ben letaief, Khaled
Article

Outage-Capacity Based Adaptive Relaying in LTE-Advanced Networks

IEEE Transactions on Wireless Communications, v. 12, (9), September 2013, article number 6574871, p. 4778-4787
Song, Shenghui; Almutairi, Ali F.; Ben letaief, Khaled
Article

Prior Zero Forcing for Cognitive Relaying

IEEE Transactions on Wireless Communications, v. 12, (2), February 2013, p. 938-947
Song, Shenghui; Hasna, Mazen O.; Ben letaief, Khaled
Article

2012 7

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

IEEE Transactions on Communications, v. 60, (11), November 2012, p. 3311-3321
Chen, Xiang; Song, Shenghui; Ben letaief, Khaled
Article

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

IEEE Transactions on Communications, v. 60, (9), September 2012, p. 2489-2498
Song, Shenghui; Ben letaief, Khaled
Article

Achievable diversity gain of K-user interference channel

Communications (ICC), 2012 IEEE International Conference, June, 2012, Ottawa ,p. 4197-4201
Song, Shenghui; Ben letaief, Khaled; Chen, Xiang
Conference paper

Interference Alignment in MIMO Interference Relay Channels

IEEE Wireless Communications and Networking Conference, Apr, 2012, Shanghai, p. 630-634
Chen, Xiang; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Maximizing Energy Efficiency in Wireless Networks with a Minimum Average Throughput Requirement

Proceedings of IEEE Wireless Communications and Networking Conference(WCNC), Paris, France, 2012, p. 1130-1134
Li, Chang; Song, Shenghui; Zhang, Jun; Ben letaief, Khaled
Conference paper

Optimizing spectrum sensing efficiency in cognitive radio networks

2012 Computing, Communications and Applications Conference, ComComAp 2012, Hong Kong, 2012, p. 262-266
Yang, Lu; Song, Shenghui; Ben letaief, Khaled
Conference paper

Selective Water-Filling for Decode-and-Forward Cooperative Systems

2012 IEEE 13TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2012, p. 409-413
Song, Shenghui; Zhang, Q.T.; Ben letaief, Khaled
Conference paper

2011 5

Diversity Analysis for Linear Equalizers over ISI Channels

IEEE transactions on communications, v. 59, (9), September 2011, p. 2414-2423
Song, Shenghui; Ben letaief, Khaled
Article

Localized or interleaved? A tradeoff between diversity and cfo interference in multipath channels

IEEE transactions on wireless communications, v. 10, (9), 2011, p. 2829-2834
Song, Shenghui; Chen, Guoliang; Ben letaief, Khaled
Article

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

2011 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2011, p. 1358-1362
Chen, Guoliang; Song, Shenghui; Ben Letaief, Khaled
Conference paper

Achieving space diversity with non-coherent AF relaying

2011 IEEE International Conference on Communications, ICC 2011; Kyoto; Japan, 5-9 Jun 2011
Song, Shenghui; Ben letaief, Khaled
Conference paper

Prior zero-forcing for relaying primary signals in cognitive network

Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE, , Dec, 2011, p.1-5
Ben letaief, Khaled; Song, Shenghui
Conference paper

2010 3

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

Wireless personal communications, v. 55, (2), 2010, OCT, p. 253-263
Yue, Dian-Wu; Zhang, Q.T.; Song, S.H.
Article

Spectrum sensing with active cognitive systems

IEEE transactions on wireless communications, v. 9, (6), 2010, p. 1849-1854
Song, Shenghui; Hamdi, Karama; Ben letaief, Khaled
Article

Transmit and cooperative beamforming in multi-relay systems

IEEE International Conference on Communications, South Africa, May 23-27, 2010
Chen, Xiang; Song, Shenghui; Ben Letaief Khaled
Conference paper

2009 4

Design Collaborative Systems with Multiple AF-Relays for Asynchronous Frequency-Selective Fading Channels

IEEE transactions on communications, v. 57, (9), 2009, SEP, p. 2808-2817
Song, S.H.; Zhang, Q.T.
Article

Input-Distribution Optimization for Channels with Estimation Errors

IEEE transactions on communications, v. 57, (12), 2009, DEC, p. 3533-3537
Song, S.H.; Zhang, Q.T.
Article

Mutual Information of Multipath Channels with Imperfect Channel Information

IEEE transactions on communications, v. 57, (5), 2009, MAY, p. 1523-1531
Song, S.H.; Zhang, Q.T.
Article

Optimal Decoder for Channels with Estimation Errors

IEEE transactions on wireless communications, v. 8, (6), 2009, JUN, p. 2795-2800
Song, S.H.; Zhang, Q.T.
Article

EESM5536	Digital Communications
ISDN3150	AI for Design
UROP1100N	Undergraduate Research Opportunities Series 1
UROP2100N	Undergraduate Research Opportunities Series 2

SISP1318	Making a Smart Garbage Bin by Internet of Things Technology
UROP1000	Undergraduate Research Opportunities
UROP1100M	Undergraduate Research Opportunities Series 1

EESM5546	Wireless Communication Systems
ELEC4900	Final Year Design Project
ELEC4901	Final Year Thesis
ISDN2602	Internet of Things: Integrative System Design

EESM5536	Digital Communications
ISDN2601	Exploring the World through Smart Mechatronics

Research Interest

Publications

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2020 3

2019 2

2018 1

2017 3

2016 7

2015 3

2014 4

2013 4

2012 7

2011 5

2010 3

2009 4

Article 18

Conference paper 11

Article 9

Conference paper 14

Article 5

Conference paper 11

Article 2

Conference paper 3

Conference paper 3

Article 1

Conference paper 1

Article 1

Article 2

Conference paper 1

Article 1

Conference paper 6

Article 1

Conference paper 2

Article 2

Conference paper 2

Article 4

Article 2

Conference paper 5

Article 2

Conference paper 3

Article 2

Conference paper 1

Article 4

2018 1

2017 3

2016 7

2015 3

2014 4

2013 4

2012 7

2011 5

2010 3

2009 4

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Graduated RPGs

Projects

From January 2022 to December 2024

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