Message Passing Neural Network

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:convolutional_neural_network
gptkbp:application	recommendation systems social network analysis knowledge graph completion molecular property prediction
gptkbp:core_concept	message passing between nodes node embedding update
gptkbp:field	gptkb:machine_learning graph neural networks
gptkbp:framework_for	many graph neural network models
https://www.w3.org/2000/01/rdf-schema#label	Message Passing Neural Network
gptkbp:input	graph
gptkbp:introduced	2017 Gilmer et al.
gptkbp:output	node embeddings graph embeddings
gptkbp:publishedIn	gptkb:ICML_2017
gptkbp:relatedTo	gptkb:Graph_Convolutional_Network gptkb:Graph_Attention_Network Graph Isomorphism Network
gptkbp:update_function	aggregation of neighbor messages combination with node features
gptkbp:usedFor	learning on graph-structured data
gptkbp:bfsParent	gptkb:convolutional_neural_network
gptkbp:bfsLayer	5