Heng-Tao He

Most-cited papers

Deep Learning-Based Channel Estimation for Beamspace mmWave Massive MIMO Systems
Heng-Tao He, Chao-Kai Wen, Shi Jin, G. Li
2018IEEE Wireless Communications Letters781 citations Open access
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Model-Driven Deep Learning for Physical Layer Communications
Heng-Tao He, Shi Jin, Chao-Kai Wen, Fei-Fei Gao +2 more
2018IEEE wireless communications464 citations Open access
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Model-Driven Deep Learning for MIMO Detection
Heng-Tao He, Chao-Kai Wen, Shi Jin, G. Li
2020IEEE Transactions on Signal Processing452 citations Open access
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A Model-Driven Deep Learning Network for MIMO Detection
Heng-Tao He, Chao-Kai Wen, Shi Jin, G. Li
2018IEEE Global Conference on Signal and Information Processing272 citations Open access
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An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation
Wen-Tao Yu, Yifei Shen, Heng-Tao He, Xiang-Hao Yu +3 more
2022IEEE Journal on Selected Topics in Signal Processing121 citations Open access
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Cell-Free Massive MIMO for 6G Wireless Communication Networks
Heng-Tao He, Xiang-Hao Yu, Jun Zhang, Sheng-Hui Song +1 more
2021J. Commun. Inf. Networks120 citations Open access
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Bayesian Optimal Data Detector for Hybrid mmWave MIMO-OFDM Systems With Low-Resolution ADCs
Heng-Tao He, Chao-Kai Wen, Shi Jin
2018IEEE Journal on Selected Topics in Signal Processing88 citations Open access
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Beamspace Channel Estimation for Wideband Millimeter-Wave MIMO: A Model-Driven Unsupervised Learning Approach
Heng-Tao He, Rui Wang, Wei-Jie Jin, Shi Jin +2 more
2020IEEE Transactions on Wireless Communications66 citations Open access
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Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems
Heng-Tao He, Xiang-Hao Yu, Jun Zhang, Sheng-Hui Song +1 more
2023IEEE Transactions on Wireless Communications53 citations Open access
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Generalized expectation consistent signal recovery for nonlinear measurements
Heng-Tao He, Chao-Kai Wen, Shi Jin
2017International Symposium on Information Theory53 citations Open access
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Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks
Wen-Tao Yu, Yifei Shen, Heng-Tao He, Xiang-Hao Yu +2 more
2022Global Communications Conference37 citations Open access
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Adaptive Channel Estimation Based on Model-Driven Deep Learning for Wideband mmWave Systems
Wei-Jie Jin, Heng-Tao He, Chao-Kai Wen, Shi Jin +1 more
2021Global Communications Conference37 citations Open access
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Deep Learning Based on Orthogonal Approximate Message Passing for CP-Free OFDM
Jing Zhang, Heng-Tao He, Chao-Kai Wen, Shi Jin +1 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing31 citations Open access
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Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO
Wen-Tao Yu, Heng-Tao He, Xiang-Hao Yu, Sheng-Hui Song +3 more
2023IEEE Journal on Selected Topics in Signal Processing28 citations Open access
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Distributed Expectation Propagation Detection for Cell-Free Massive MIMO
Heng-Tao He, Han-Qing Wang, Xiang-Hao Yu, Jun Zhang +2 more
2021Global Communications Conference26 citations Open access
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Tackling Distribution Shifts in Task-Oriented Communication With Information Bottleneck
Hongru Li, Jia-Wei Shao, Heng-Tao He, Sheng-Hui Song +2 more
2024IEEE Journal on Selected Areas in Communications22 citations Open access
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AI and Deep Learning for Terahertz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models
Wen-Tao Yu, Heng-Tao He, Sheng-Hui Song, Jun Zhang +3 more
2024Engineering22 citations Open access
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Model-Driven Deep Learning for Massive MU-MIMO With Finite-Alphabet Precoding
Heng-Tao He, Mengjiao Zhang, Shi Jin, Chao-Kai Wen +1 more
2020IEEE Communications Letters21 citations Open access
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Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks
Tianyi Liao, Wei Guo, Heng-Tao He, Sheng-Hui Song +2 more
2025IEEE Journal on Selected Areas in Communications20 citations Open access
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Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
Kai Zhang, Heng-Tao He, Sheng-Hui Song, Jun Zhang +1 more
2025IEEE Journal on Selected Topics in Signal Processing20 citations Open access
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Low-Complexity CSI Feedback for FDD Massive MIMO Systems via Learning to Optimize
Yifan Ma, Heng-Tao He, Sheng-Hui Song, Jun Zhang +1 more
2024IEEE Transactions on Wireless Communications20 citations Open access
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Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques
Wen-Tao Yu, Yining Ma, Heng-Tao He, Sheng-Hui Song +2 more
2023IEEE Communications Magazine20 citations Open access
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Model-Driven Deep Learning for Joint MIMO Channel Estimation and Signal Detection
Heng-Tao He, Chao-Kai Wen, Shi Jin, G. Li
2019arXiv.org20 citations
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GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection
Heng-Tao He, Alva Kosasih, Xiang-Hao Yu, Jun Zhang +3 more
2022IEEE Wireless Communications and Networking Conference19 citations Open access
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Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks
Songjie Xie, Heng-Tao He, Hongru Li, Sheng-Hui Song +3 more
2024International Mediterranean Conference on Communications and Networking18 citations Open access
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Channel Estimation for Millimeter Wave Massive MIMO Systems with Low-Resolution ADCs
Rui Wang, Heng-Tao He, Shi Jin, Xin Wang +1 more
2019International Workshop on Signal Processing Advances in Wireless Communications17 citations
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Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
Kai Zhang, Wen-Tao Yu, Heng-Tao He, Sheng-Hui Song +2 more
2025IEEE International Symposium on Personal, Indoor and Mobile Radio Communications16 citations
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Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
Erqiang Tang, Wei Guo, Heng-Tao He, Sheng-Hui Song +2 more
2025Global Communications Conference15 citations
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The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective
Tianqu Kang, Lumin Liu, Heng-Tao He, Jun Zhang +2 more
2024International Mediterranean Conference on Communications and Networking15 citations Open access
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Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework
Hongru Li, Wen-Tao Yu, Heng-Tao He, Jia-Wei Shao +3 more
2023Global Communications Conference14 citations Open access
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Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach
Heng-Tao He, Xiang-Hao Yu, Jun Zhang, Sheng-Hui Song +2 more
2021IEEE Transactions on Mobile Computing14 citations Open access
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Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection
Wenhao Zhuang, Yu-Yi Mao, Heng-Tao He, Lei Xie +3 more
2024IEEE Wireless Communications Letters12 citations Open access
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Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
Kai Zhang, Wen-Tao Yu, Heng-Tao He, Sheng-Hui Song +2 more
2025IEEE Journal on Selected Topics in Signal Processing8 citations
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Fast Adaptation for Deep Learning-Based Wireless Communications
Ouya Wang, Heng-Tao He, Sheng-Long Zhou, Zhi Ding +3 more
2024IEEE Communications Magazine8 citations Open access
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Distributed on-Device LLM Inference with Over-the-Air Computation
Kai Zhang, Heng-Tao He, Sheng-Hui Song, Jun Zhang +1 more
2025ICC 2025 - IEEE International Conference on Communications7 citations Open access
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Adaptive Matched Filtering for Sensing With Communication Signals in Cluttered Environments
Lei Xie, Heng-Tao He, Yi-Feng Xiong, Fan Liu +1 more
2025IEEE Transactions on Signal Processing7 citations Open access
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Resource Allocation for OTFS-Based ISAC Systems
Meiying Zhang, Heng-Tao He, Sheng-Hui Song, Jun Zhang +1 more
2023International Mediterranean Conference on Communications and Networking7 citations
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Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems
Ruoxiao Cao, Wen-Tao Yu, Heng-Tao He, Xiang-Hao Yu +4 more
2024IEEE Wireless Communications and Networking Conference6 citations
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Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks
Lei Xie, Heng-Tao He, Sheng-Hui Song, Y. Eldar
2023IEEE Transactions on Wireless Communications6 citations Open access
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Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation
Wen-Tao Yu, Heng-Tao He, Xiang-Hao Yu, Sheng-Hui Song +2 more
2022ICC 2023 - IEEE International Conference on Communications6 citations Open access
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Beamspace Channel Estimation in Terahertz Communications: A Model-Driven Unsupervised Learning Approach
Heng-Tao He, Rui Wang, Shi Jin, Chao-Kai Wen +1 more
2020arXiv.org6 citations
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Model-driven Deep Learning Based Turbo-MIMO Receiver
Jing Zhang, Heng-Tao He, Xi Yang, Chao-Kai Wen +2 more
2020International Workshop on Signal Processing Advances in Wireless Communications6 citations
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Fractional Delay and Doppler Estimation for OTFS Systems with Doppler Squint Effect
Meiying Zhang, Ruoxiao Cao, Jun Qian, Heng-Tao He +3 more
2025IEEE Wireless Communications and Networking Conference5 citations
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Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication With Visual Feature Alignment
Songjie Xie, Heng-Tao He, Sheng-Hui Song, Jun Zhang +1 more
2024IEEE Journal on Selected Areas in Communications5 citations Open access
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Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO
Ruoxiao Cao, Heng-Tao He, Xiang-Hao Yu, Sheng-Hui Song +4 more
2023arXiv.org5 citations
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Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments
Wen-Tao Yu, Heng-Tao He, Xiang-Hao Yu, Sheng-Hui Song +3 more
2023ICC 2024 - IEEE International Conference on Communications5 citations Open access
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Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks
Ruoxiao Cao, Heng-Tao He, Xiang-Hao Yu, Jun Zhang +3 more
2022International Mediterranean Conference on Communications and Networking5 citations
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Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?
Hongru Li, Hang Zhao, Heng-Tao He, Sheng-Hui Song +2 more
2025ICC 2025 - IEEE International Conference on Communications4 citations Open access
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Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks
Tianqu Kang, Zi-Xin Wang, Heng-Tao He, Jun Zhang +2 more
2024arXiv.org4 citations
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SPA-MAE: A Physics-Guided CSI Foundation Model for Wireless Physical Layer
Chen Chen, Wei-Jie Jin, Heng-Tao He, Xiaoheng Sun +1 more
2026arXiv.org3 citations
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