Accelerating network layouts using graph neural networks

Visualization of large complex networks is challenging with limitations for the network size and depicting specific structures. The authors propose a Graph Neural Network based algorithm with improved speed and the quality of graph layouts, which allows for fast and informative visualization of larg...

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Bibliographic Details
Main Authors: Csaba Both, Nima Dehmamy, Rose Yu, Albert-László Barabási
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-37189-2