Ye, Hao

Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems

Ye, H., Li, G. Y., & Juang, B.-H. (2018) · IEEE Wireless Communications Letters

Advanced Wireless Communication TechniquesPAPR reduction in OFDM

Cited by 2,000

Deep Reinforcement Learning Based Resource Allocation for V2V Communications

Ye, H., Li, G. Y., & Juang, B.-H. F. (2019) · IEEE Transactions on Vehicular Technology

Vehicular Ad Hoc Networks (VANETs)Traffic control and management

Cited by 870

Deep Learning in Physical Layer Communications

Qin, Z., Ye, H., Li, G. Y., & Juang, B.-H. F. (2019) · IEEE Wireless Communications

Wireless Signal Modulation ClassificationAdvanced Wireless Communication Technologies

Cited by 692

Deep Learning in Physical Layer Communications

Qin, Z., Ye, H., Li, G. Y., & Juang, B.-H. F. (2018) · arXiv

Wireless Signal Modulation ClassificationAdvanced Wireless Communication Technologies

Cited by 692

Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning

Liang, L., Ye, H., & Li, G. Y. (2019) · IEEE Journal on Selected Areas in Communications

Vehicular Ad Hoc Networks (VANETs)Cognitive Radio Networks and Spectrum Sensing

Cited by 559

Machine learning for vehicular networks: Recent advances and application examples

Ye, H., Liang, L., Ye Li, G., Kim, J., Lu, L., & Wu, M. (2018) · IEEE Vehicular Technology Magazine

Vehicular Ad Hoc Networks (VANETs)Traffic control and management

Cited by 303

Deep-Learning-Based Wireless Resource Allocation With Application to Vehicular Networks

Liang, L., Ye, H., Yu, G., & Li, G. Y. (2020) · Proceedings of the IEEE

Advanced Wireless Network OptimizationVehicular Ad Hoc Networks (VANETs)

Cited by 282

Channel Agnostic End-to-End Learning Based Communication Systems with Conditional GAN

Ye, H., Li, G. Y., Juang, B.-H. F., & Sivanesan, K. (2018) · 2018 IEEE Globecom Workshops (GC Wkshps)

Wireless Signal Modulation ClassificationAdvanced Wireless Communication Techniques

Cited by 244

Deep Reinforcement Learning for Resource Allocation in V2V Communications

Ye, H., & Li, G. Y. (2018) · 2018 IEEE International Conference on Communications (ICC)

Vehicular Ad Hoc Networks (VANETs)Traffic control and management

Cited by 222

Decentralized Federated Learning With Unreliable Communications

Ye, H., Liang, L., & Li, G. Y. (2022) · IEEE Journal of Selected Topics in Signal Processing

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 184

Learning Assisted Estimation for Time- Varying Channels

Ma, X., Ye, H., & Li, Y. (2018) · 2018 15th International Symposium on Wireless Communication Systems (ISWCS)

Advanced Wireless Communication TechniquesWireless Signal Modulation Classification

Cited by 53