Skip to content

Latest commit

 

History

History
53 lines (28 loc) · 3.73 KB

File metadata and controls

53 lines (28 loc) · 3.73 KB

Graph Neural Network in Wireless Communication Papers

GNN for wireless communication

Resource Allocation and Optimization

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