GitHub

GAL-DAWN: An Novel Graph Algorithm Library based on DAWN, CUDA/C++

GAL-DAWN is a novel Graph Algorithm Library, with all algorithms developed on the DAWN, utilizing CUDA and C++ for enhanced performance and efficiency. DAWN is a novel shortest path algorithm that ...
IEEE

Kolmogorov-Arnold Networks for Graph Isomorphism and Complex Representation

This study proposes KGI, a novel graph isomorphism network that integrates Kolmogorov-Arnold Networks (KAN) into graph representation learning. Unlike traditional Graph Isomorphism Networks (GIN) that ...
IEEE

Optimized Liver Tumor Segmentation: Integrating U-Net with Graph Cut Algorithms

Abstract: This paper presents an innovative approach to liver tumor segmentation, combining the strengths of U-Net architecture with Graph Cut refinement. This paper focuses on enhancing the precision ...
GitHub

graph-isomorphism-networks

Melty Molecule is a molecular property prediction system that leverages graph neural networks to predict melting points of chemical compounds. The model uses a hybrid architecture combining Principal ...
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 ...