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

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

8 December 2022
Mengyuan Lee
Guanding Yu
H. Dai
Geoffrey Ye Li
ArXivPDFHTML

Papers citing "Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions"

6 / 6 papers shown
Title
Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks
Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks
Han Ji
Xiping Wu
Zhihong Zeng
Chen Chen
19
0
0
22 Oct 2024
Deploying Graph Neural Networks in Wireless Networks: A Link Stability
  Viewpoint
Deploying Graph Neural Networks in Wireless Networks: A Link Stability Viewpoint
Jun Li
Weiwei Zhang
Kang Wei
Guangji Chen
Long Shi
Wen Chen
32
0
0
09 May 2024
Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN?
Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN?
Yao Peng
Jia Guo
Chenyang Yang
12
4
0
24 Jul 2023
Machine Learning for Large-Scale Optimization in 6G Wireless Networks
Machine Learning for Large-Scale Optimization in 6G Wireless Networks
Yandong Shi
Lixiang Lian
Yuanming Shi
Zixin Wang
Yong Zhou
Liqun Fu
Lin Bai
Jun Zhang
Wei Zhang
AI4CE
16
75
0
03 Jan 2023
Privacy-Preserving Decentralized Inference with Graph Neural Networks in
  Wireless Networks
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks
Mengyuan Lee
Guanding Yu
H. Dai
18
11
0
15 Aug 2022
Decentralized Inference with Graph Neural Networks in Wireless
  Communication Systems
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
Mengyuan Lee
Guanding Yu
H. Dai
GNN
33
39
0
19 Apr 2021
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