Message Passing Neural Network
GPTKB entity
Statements (25)
| 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
|
| gptkbp:input |
gptkb: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:GNN
|
| gptkbp:bfsLayer |
8
|
| https://www.w3.org/2000/01/rdf-schema#label |
Message Passing Neural Network
|