Graph Neural Network in Wireless Communication Papers

Resource Allocation and Optimization

Power Control for 6G Industrial Wireless Subnetworks: A Graph Neural Network Approach

Power Control for 6G In-Factory Subnetworks With Partial Channel Information Using Graph Neural Networks

Graph Neural Networks for Scalable Radio Resource Management Architecture Design and Theoretical Analysis

Optimal Wireless Resource Allocation With Random Edge Graph Neural Networks

A GNN-Based Supervised Learning Framework for Resource Allocation in Wireless IoT Networks

Resource Allocation based on Graph Neural Networks in Vehicular Communications

Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks

Distributed Scheduling Using Graph Neural Networks

Learning Graph Convolutional Neural Networks to Predict Radio Environment Maps

A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning

Graph neural network-based cell switching for energy optimization in ultra-dense heterogeneous networks

Decentralized Inference with Graph Neural Networks in Wireless Communication Systems

Graph Neural Networks for Intelligent Modelling in Network Management and Orchestration: A Survey on Communications

Receiver Design

Autoencoding Graph Neural Networks for Scalable Transceiver Design

Overhead-Free Blockage Detection and Precoding Through Physics-Based Graph Neural Networks: LIDAR Data Meets Ray Tracing

Graph Neural Networks for Channel Decoding

Review Papers

An Overview on the Application of Graph Neural Networks in Wireless Networks

Graph Neural Networks for Wireless Communications: From Theory to Practice

Graph Neural Networks in IoT: A Survey