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GitHub topics: graph-pooling

p-haddadian/MAGPool

Multi-hop Attention-based Graph Pooling: A Personalized PageRank Perspective

Language: Python - Size: 10.7 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

AmayaGS/BioX-CPath

A biologically interpretable graph neural network for multistain computational pathology - CVPR 2025

Language: Python - Size: 52.2 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 2 - Forks: 0

rusty1s/himp-gnn

Hierarchical Inter-Message Passing for Learning on Molecular Graphs

Language: Python - Size: 163 KB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 78 - Forks: 6

RoyKashob/HIBPool

[IJCNN 2021] Structure-Aware Hierarchical Graph Pooling using Information Bottleneck

Language: Jupyter Notebook - Size: 595 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 3

FilippoMB/Pyramidal-Reservoir-Graph-Neural-Networks

Official repository of the paper "Pyramidal Reservoir Graph Neural Networks".

Language: Python - Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 0

FilippoMB/Total-variation-graph-neural-networks

Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.

Language: Python - Size: 1.49 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 20 - Forks: 3

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"

Language: Python - Size: 2.94 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 270 - Forks: 50

danielegrattarola/SRC

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

Language: Python - Size: 15.6 MB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 61 - Forks: 7

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".

Language: Python - Size: 2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1

XiaShan1227/Graph-U-Nets

Graph U-Nets [ICML-2019]

Language: Python - Size: 2.18 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Hou-WJ/Graph-Pooling-Operators-and-Bioinformatics-Applications

Papers on Graph Pooling for GNN and their bioinformatics application

Size: 107 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

JinheonBaek/GMT

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

Language: Python - Size: 34.1 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 101 - Forks: 21

fork123aniket/Graph-Clustering-using-Graph-Neural-Networks-from-scratch

Implementation of Graph pooling and clustering operation using Graph Neural Networks in PyTorch

Language: Python - Size: 13.7 KB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

XiaShan1227/Self-Attention-Graph-Pooling

Self-Attention Graph Pooling

Language: Python - Size: 4.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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

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

Language: Python - Size: 2.98 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 0

cszhangzhen/HGP-SL

Hierarchical Graph Pooling with Structure Learning

Language: Python - Size: 1.21 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 295 - Forks: 48

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…

Size: 1.28 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 5

p-haddadian/HiCAP

HiCAP---Hierarchical Clustering-based Attention Pooling for Graph Representation Learning

Language: Python - Size: 104 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

alizindari/High-resolution-image-embedding

Using Graph Attention NN for image embedding and classification

Language: Python - Size: 1.14 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

malllabiisc/ASAP

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

Language: Python - Size: 1.68 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 89 - Forks: 27

harryjo97/EHGNN

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

Language: Python - Size: 30.5 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 37 - Forks: 5

codingClaire/GraphPoolingGarden

A repo for baseline of graph pooling.

Language: Python - Size: 80.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

cszhangzhen/MVPool

Hierarchical Multi-View Graph Pooling with Structure Learning(TKDE-2021)

Language: Python - Size: 1.26 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 0

matenure/OTCoarsening

Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport

Language: Python - Size: 38.1 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 32 - Forks: 5