Graph Attention Network

URI: https://gptkb.org/entity/Graph_Attention_Network

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:convolutional_neural_network graph neural network
gptkbp:abbreviation	gptkb:GAT
gptkbp:appliesTo	graph-structured data
gptkbp:arXivID	1710.10903
gptkbp:author	Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio
gptkbp:citation	gptkb:Graph_Attention_Networks gptkb:International_Conference_on_Learning_Representations 2018
gptkbp:enables	graph classification link prediction node classification
gptkbp:hasComponent	multi-head attention attention layer
https://www.w3.org/2000/01/rdf-schema#label	Graph Attention Network
gptkbp:introduced	gptkb:Yoshua_Bengio gptkb:Adriana_Romero gptkb:Arantxa_Casanova gptkb:Guillem_Cucurull gptkb:Petar_Veličković gptkb:Pietro_Liò
gptkbp:introducedIn	2017
gptkbp:openSource	gptkb:Spektral gptkb:PyTorch_Geometric DGL
gptkbp:publishedIn	gptkb:ICLR_2018
gptkbp:relatedTo	gptkb:GraphSAGE gptkb:Graph_Convolutional_Network
gptkbp:uses	attention mechanism
gptkbp:bfsParent	gptkb:convolutional_neural_network
gptkbp:bfsLayer	5