Search Results - RepositoryStats

HGP-SL cszhangzhen

55

331

unknown

4

Hierarchical Graph Pooling with Structure Learning

gcn graph pytorch graph-pooling graph-algorithms graph-classification graph-neural-networks graph-level-representation

Created 2019-11-12

23 commits to master branch, last one 3 years ago

Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling FilippoMB

49

265

mit

11

Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"

graph-pooling spectral-clustering graph-neural-networks unsupervised-learning

Created 2020-06-05

37 commits to master branch, last one 2 months ago

GMT JinheonBaek

21

102

unknown

2

Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)

graph pytorch graph-pooling graph-transformer graph-classification graph-reconstruction graph-representation graph-neural-networks graph-multiset-pooling graph-multiset-transformer graph-representation-learning

Created 2021-02-16

38 commits to main branch, last one 3 years ago

himp-gnn rusty1s

6

77

unknown

5

Hierarchical Inter-Message Passing for Learning on Molecular Graphs

pytorch graph-pooling junction-tree molecular-graph graph-neural-networks geometric-deep-learning

Created 2020-06-22

13 commits to master branch, last one 3 years ago

SRC danielegrattarola

7

58

unknown

3

Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).

tensorflow deep-learning graph-pooling machine-learning graph-neural-networks

Created 2021-10-04

3 commits to master branch, last one 2 years ago

EHGNN harryjo97

6

52

unknown

3

Official Code Repository for the paper "Edge Representation Learning with Hypergraphs" (NeurIPS 2021)

edge-pooling graph-pooling graph-classification graph-reconstruction graph-representation graph-representation-learning

Created 2021-05-31

17 commits to main branch, last one about a year ago

Awesome-Graph-Level-Learning ZhenyuYangMQ

8

51

mit

2

Awesome graph-level learning methods. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in graph repr...

deep-learning graph-pooling graph-datasets graph-clustering graph-regression edge-level-learning node-level-learning graph-classification graph-level-learning graph-neural-networks

Created 2023-01-12

40 commits to main branch, last one 3 months ago

The-expressive-power-of-pooling-in-GNNs FilippoMB

0

34

mit

1

Code and dataset to test empirically the expressive power of graph pooling operators.

graph-pooling expressiveness weisfeiler-lehman graph-neural-networks

Created 2023-04-01

16 commits to main branch, last one about a year ago