Quanta Magazine

Networks Hold the Key to a Decades-Old Problem About Waves

Mathematicians are still trying to understand fundamental properties of the Fourier transform, one of their most ubiquitous ...
IEEE

Neural Improvement Heuristics for Graph Combinatorial Optimization Problems

Abstract: Recent advances in graph neural network (GNN) architectures and increased computation power have revolutionized the field of combinatorial optimization (CO). Among the proposed models for CO ...
IEEE

Differentiating Non-Isomorphic Graphlets for Graph Analytics

Abstract: The identification and enumeration of small, non-isomorphic graphs, called graphlets, within larger graphs is an analytic tool used for graph analytics. The problem of identifying graphlets ...
Frontiers

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

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 ...