Mengyuan Lee

Huaiyu Dai

IEEE Trans. Wirel. Commun., January, 2024

2023

Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments.

[BibT_eX]

[DOI]

IEEE Trans. Commun., September, 2023

Joint Resource Allocation and Trajectory Design for Multi-UAV Systems With Moving Users: Pointer Network and Unfolding.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., May, 2023

Decentralized Inference With Graph Neural Networks in Wireless Communication Systems.

[BibT_eX]

[DOI]

Huaiyu Dai

IEEE Trans. Mob. Comput., May, 2023

OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks.

[BibT_eX]

[DOI]

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

2022

Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2022

A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions.

[BibT_eX]

[DOI]

Seyyedali Hosseinalipour

Christopher G. Brinton

Huaiyu Dai

IEEE Trans. Cloud Comput., 2022

A Graph Neural Network Based Decentralized Learning Scheme.

[BibT_eX]

[DOI]

Sensors, 2022

Multicell Power Control Under QoS Requirements With CNet.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2022

Learning to Optimize Resource in Dynamic Wireless Environment via Meta-Gating Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

Joint Neural Network for Trajectory and Communication Design in Multi-UAV Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Design of Retransmission Mechanism for Decentralized Inference with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th Asia Pacific Conference on Communications, 2022

2021

Graph Embedding-Based Wireless Link Scheduling With Few Training Samples.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Accelerating Generalized Benders Decomposition for Wireless Resource Allocation.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation.

[BibT_eX]

[DOI]

Su Wang

Seyyedali Hosseinalipour

Roberto Morabito

Mung Chiang

Christopher G. Brinton

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

Learning to Branch: Accelerating Resource Allocation in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

User Association for Millimeter-Wave Networks: A Machine Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

Wireless D2D Network Link Scheduling based on Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Wireless Link Scheduling for D2D Communications with Graph Embedding Technique.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Accelerating Resource Allocation for D2D Communications Using Imitation Learning.

[BibT_eX]

[DOI]