graph-pooling
There are 21 repositories under graph-pooling topic.
cszhangzhen/HGP-SL
Hierarchical Graph Pooling with Structure Learning
FilippoMB/Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling
Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"
JinheonBaek/GMT
Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)
malllabiisc/ASAP
AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
rusty1s/himp-gnn
Hierarchical Inter-Message Passing for Learning on Molecular Graphs
danielegrattarola/SRC
Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).
harryjo97/EHGNN
Official Code Repository for the paper "Edge Representation Learning with Hypergraphs" (NeurIPS 2021)
matenure/OTCoarsening
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport
ZhenyuYangMQ/Awesome-Graph-Level-Learning
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 representation learning, graph regression and graph classification to join this project as contribut…
FilippoMB/The-expressive-power-of-pooling-in-GNNs
Code and dataset to test empirically the expressive power of graph pooling operators.
cszhangzhen/MVPool
Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)
FilippoMB/Total-variation-graph-neural-networks
Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.
FilippoMB/Pyramidal-Reservoir-Graph-Neural-Networks
Software implementation of Pyramidal Reservoir Graph Neural Networks
kkroy2/HIBPool
[IJCNN 2021] Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
fork123aniket/Graph-Clustering-using-Graph-Neural-Networks-from-scratch
Implementation of Graph pooling and clustering operation using Graph Neural Networks in PyTorch
codingClaire/GraphPoolingGarden
A repo for baseline of graph pooling.
XiaShan1227/Self-Attention-Graph-Pooling
Self-Attention Graph Pooling [ICML-2019]
alizindari/High-resolution-image-embedding
Using Graph Attention NN for image embedding and classification
Hou-WJ/Graph-Pooling-Operators-and-Bioinformatics-Applications
Papers on Graph Pooling for GNN and their bioinformatics application
XiaShan1227/ASAP
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations [AAAI-2020]
p-haddadian/HiCAP
HiCAP---Hierarchical Clustering-based Attention Pooling for Graph Representation Learning