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What is: Learnable graph convolutional layer?

SourceLarge-Scale Learnable Graph Convolutional Networks
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Learnable graph convolutional layer (LGCL) automatically selects a fixed number of neighboring nodes for each feature based on value ranking in order to transform graph data into grid-like structures in 1-D format, thereby enabling the use of regular convolutional operations on generic graphs.

Description and image from: Large-Scale Learnable Graph Convolutional Networks