Hengtao He

Computer Science · Physical Sciences

17h-index2.8kcitations91works1.82yr avg
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Research Topics

Wireless Signal Modulation Classification(29), Advanced MIMO Systems Optimization(28), Millimeter-Wave Propagation and Modeling(22), Antenna Design and Optimization(11), Energy Harvesting in Wireless Networks(9)

Publications91 total

Deep Learning-based Low-Overhead Beam Alignment for mmWave Massive MIMO Systems
ArXiv.org·2026Open Access
Deep Learning-based Low-Overhead Beam Alignment for mmWave Massive MIMO Systems
arXiv (Cornell University)·2026Open Access
Sensing Mutual Information for Communication Signal with Deterministic Pilots and Random Data Payloads
ArXiv.org·2026Open Access
Sensing Mutual Information for Communication Signal with Deterministic Pilots and Random Data Payloads
arXiv (Cornell University)·2026Open Access
Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
arXiv (Cornell University)·2025Open Access
Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication With Visual Feature Alignment
IEEE Journal on Selected Areas in Communications·2025
Robust Beamforming via Graph Neural Networks and Attention Mechanisms for MU-MISO Systems
2025
Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
2025
AI and Deep Learning for Terahertz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models
Engineering·2025· 3 citedOpen Access
Fast Adaptation for Deep Learning-Based Wireless Communications
IEEE Communications Magazine·2025· 3 cited
Federated Low-Rank Adaptation with Differential Privacy for Wireless Networks
2025
Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach
IEEE Transactions on Mobile Computing·2025
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
IEEE Journal of Selected Topics in Signal Processing·2025· 3 cited
Distributed on-Device LLM Inference with Over-the-Air Computation
2025· 2 cited
Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?
2025
Fluid Antenna-Assisted MU-MIMO Systems with Decentralized Baseband Processing
arXiv (Cornell University)·2025Open Access
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
arXiv (Cornell University)·2025Open Access
Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
arXiv (Cornell University)·2025Open Access
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks
IEEE Transactions on Wireless Communications·2025· 1 cited
Tackling Distribution Shifts in Task-Oriented Communication With Information Bottleneck
IEEE Journal on Selected Areas in Communications·2025· 4 citedOpen Access
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Frequent Co-authors

Khaled B. Letaief(28), Shenghui Song(24), Shi Jin(22), Chao-Kai Wen(19), Jun Zhang(18), Geoffrey Ye Li(16), Xianghao Yu(14), Wentao Yu(7), W. Jin(3), Hongru Li(3), Jiawei Shao(3), Wentao Yu(3), Ruoxiao Cao(3), Yi Gong(3), Feifei Gao(2), Zongben Xu(2), Rui Wang(2), Yifei Shen(2), Rui Wang(2), Jun Zhang(2)