graph-pooling
There are 27 repositories under graph-pooling topic.
cszhangzhen/HGP-SL
Hierarchical Graph Pooling with Structure Learning
FilippoMB/Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling
Reproduces the results of MinCutPool 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).
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…
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
FilippoMB/Simplifying-Clustering-with-Graph-Neural-Networks
Implementation of "Just Balance GNN" for graph classification and node clustering from the paper "Simplifying Clusterings with Graph Neural Networks".
FilippoMB/The-expressive-power-of-pooling-in-GNNs
Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023
cszhangzhen/MVPool
Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)
FilippoMB/Total-variation-graph-neural-networks
Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.
NGMLGroup/Bayesian-Nonparametric-Graph-Pooling
Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering".
FilippoMB/Pyramidal-Reservoir-Graph-Neural-Networks
Official repository of the paper "Pyramidal Reservoir Graph Neural Networks".
XiaShan1227/Self-Attention-Graph-Pooling
Self-Attention Graph Pooling [ICML-2019]
AmayaGS/BioX-CPath
A biologically interpretable graph neural network for multistain computational pathology - CVPR 2025
fork123aniket/Graph-Clustering-using-Graph-Neural-Networks-from-scratch
Implementation of Graph pooling and clustering operation using Graph Neural Networks in PyTorch
RoyKashob/HIBPool
[IJCNN 2021] Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
codingClaire/GraphPoolingGarden
A repo for baseline of graph pooling.
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
NGMLGroup/MaxCutPool
Official repository of the paper "MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks" presented at ICLR 2025.
XiaShan1227/ASAP
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations [AAAI-2020]
p-haddadian/MAGPool
Multi-hop Attention-based Graph Pooling: A Personalized PageRank Perspective
p-haddadian/HiCAP
HiCAP---Hierarchical Clustering-based Attention Pooling for Graph Representation Learning
XiaShan1227/Graph-U-Nets
Graph U-Nets [ICML-2019]