Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
graph neural network model
|
| gptkbp:application |
semi-supervised learning
node classification |
| gptkbp:citation |
hundreds of research papers
|
| gptkbp:contribution |
alleviates over-smoothing in deep GCNs
enables deeper graph convolutional networks |
| gptkbp:fullName |
gptkb:Graph_Convolutional_Network_II
|
| https://www.w3.org/2000/01/rdf-schema#label |
GCNII
|
| gptkbp:notablePublication |
gptkb:Simple_and_Deep_Graph_Convolutional_Networks
|
| gptkbp:proposedBy |
gptkb:Ming_Zhang
gptkb:Yuxiao_Dong 2020 |
| gptkbp:publishedIn |
gptkb:ICLR_2021
|
| gptkbp:relatedTo |
gptkb:GCN
gptkb:GraphSAGE gptkb:GAT |
| gptkbp:repository |
https://github.com/chennnM/GCNII
|
| gptkbp:technique |
identity mapping
initial residual connection |
| gptkbp:bfsParent |
gptkb:GCN
gptkb:Graph_Convolutional_Network |
| gptkbp:bfsLayer |
6
|