GitHub

Graph Data Condensation via Self-expressive Graph Structure Reconstruction (KDD 2024)

[KDD 2024] In this repository, we present the code of Graph Data Condensation via Self-expressive Graph Structure Reconstruction (GCSR). python==3.7.13 torch==1.13.0 torchvision==0.14.0 ...
IEEE

Spectrum Data Graph Structure Learning Based On Dual-View Contrastive Learning For Spectrum ...

Abstract: In the upcoming 6G era, an efficient spectrum prediction method is crucial for meeting the requirements of complex intelligent applications in wireless networks. This paper proposes a ...
IEEE

AGSEI: Adaptive Graph Structure Estimation With Long-Tail Distributed Implicit Graphs

Abstract: Empowered by their remarkable advantages, graph neural networks (GNN) serve as potent tools for embedding graph-structured data and finding applications across various domains. Particularly, ...
Frontiers

Multimodal graph neural networks in healthcare: a review of fusion strategies across ...

1 Department of Analytics, Harrisburg University of Science and Technology, Harrisburg, PA, United States 2 Department of Emergency Medicine, UMass Chan Medical School, Worcester, MA, United States ...