Hao Ye

IEEE Trans. Signal Process., 2025

MCMC-Based Sparse Bayesian Learning for Channel Estimation Using Gaussian Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

2024

Semantic communication for cooperative perception based on importance map.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2024

Semantic Communication for Cooperative Perception using HARQ.

[BibT_eX]

[DOI]

CoRR, 2024

Cooperative Multi-Agent Reinforcement Learning-Based Wi-Fi Multiple Access.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Wireless Communications and Signal Processing, 2024

Semantic Communication for Cooperative Perception with HARQ.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

V2I Interference Management for Collaborative Perception Based on Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

Semantic Communication for Cooperative Perception Based on the Importance Map.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

Sparse Graph Neural Networks for Two-Timescale Wireless Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Decentralized Federated Learning With Unreliable Communications.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2022

2021

Federated Learning and Wireless Communications.

[BibT_eX]

[DOI]

Zhijin Qin

IEEE Wirel. Commun., 2021

Deep Learning Based End-to-End Wireless Communication Systems Without Pilots.

[BibT_eX]

[DOI]

Biing-Hwang Juang

IEEE Trans. Cogn. Commun. Netw., 2021

2020

Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Learn to Compress CSI and Allocate Resources in Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

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

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Bilinear Convolutional Auto-encoder based Pilot-free End-to-end Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Resource Allocation based on Graph Neural Networks in Vehicular Communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Deep Learning in Physical Layer Communications.

[BibT_eX]

[DOI]

Zhijin Qin

IEEE Wirel. Commun., 2019

Deep Reinforcement Learning Based Resource Allocation for V2V Communications.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

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

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Toward Intelligent Vehicular Networks: A Machine Learning Framework.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Learn to Allocate Resources in Vehicular Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Learning based End-to-End Wireless Communication Systems with Conditional GAN as Unknown Channel.

[BibT_eX]

[DOI]

CoRR, 2019

Circular Convolutional Auto-Encoder for Channel Coding.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Multi - Agent Reinforcement Learning for Spectrum Sharing in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

2018

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

[BibT_eX]

[DOI]

Biing-Hwang Juang

IEEE Wirel. Commun. Lett., 2018

Machine Learning for Vehicular Networks: Recent Advances and Application Examples.

[BibT_eX]

[DOI]

IEEE Veh. Technol. Mag., 2018

Towards Intelligent Vehicular Networks: A Machine Learning Framework.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Reinforcement Learning based Distributed Resource Allocation for V2V Broadcasting.

[BibT_eX]

[DOI]

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Learning Assisted Estimation for Time-Varying Channels.

[BibT_eX]

[DOI]

Xiaoli Ma

Ye (Geoffrey) Li

Proceedings of the 15th International Symposium on Wireless Communication Systems, 2018

Deep Reinforcement Learning for Resource Allocation in V2V Communications.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

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

[BibT_eX]

[DOI]

Kathiravetpillai Sivanesan

Proceedings of the IEEE Globecom Workshops, 2018

2017

Machine Learning for Vehicular Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Initial Results on Deep Learning for Joint Channel Equalization and Decoding.

[BibT_eX]

[DOI]