OpenCodePapers

node-classification-on-cora-05

Node Classification
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PaperCodeAccuracyModelNameReleaseDate
Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework✓ Link77.3%CPF-ind_APPNP2021-03-04
View-Consistent Heterogeneous Network on Graphs With Few Labeled Nodes✓ Link74.9%VCHN2022-03-17
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link74.89%Truncated Krylov2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link71.36%Snowball (tanh)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link69.99%Snowball (linear)2019-06-05
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks✓ Link67.76%Snowball (linear + tanh)2019-06-05
Mutual Teaching for Graph Convolutional Networks✓ Link66.9%MT-GCN2020-09-02
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link60.8 ± 9.0AdaLanczosNet2019-01-06
Diffusion-Convolutional Neural Networks✓ Link59.0%DCNN2015-11-06
LanczosNet: Multi-Scale Deep Graph Convolutional Networks✓ Link58.1 ± 8.2LanczosNet2019-01-06
Convolutional Networks on Graphs for Learning Molecular Fingerprints✓ Link50.5%GCN-FP2015-09-30
Gated Graph Sequence Neural Networks✓ Link48.2%GGNN2015-11-17
Graph Attention Networks✓ Link41.4%GAT2017-10-30
Inductive Representation Learning on Large Graphs✓ Link37.5%GraphSAGE2017-06-07
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering✓ Link33.9%ChebyNet2016-06-30
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