Projects in Awesome Lists tagged with graph-pooling
A curated list of projects in awesome lists tagged with graph-pooling .
https://github.com/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"
graph-neural-networks graph-pooling spectral-clustering unsupervised-learning
Last synced: 31 Oct 2025
https://github.com/JinheonBaek/GMT
Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)
graph graph-classification graph-multiset-pooling graph-multiset-transformer graph-neural-networks graph-pooling graph-reconstruction graph-representation graph-representation-learning graph-transformer pytorch
Last synced: 21 Jul 2025
https://github.com/rusty1s/himp-gnn
Hierarchical Inter-Message Passing for Learning on Molecular Graphs
geometric-deep-learning graph-neural-networks graph-pooling junction-tree molecular-graph pytorch
Last synced: 30 Apr 2025
https://github.com/danielegrattarola/src
Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).
deep-learning graph-neural-networks graph-pooling machine-learning tensorflow
Last synced: 30 Apr 2025
https://github.com/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".
graph-classification graph-clustering graph-coarsening graph-neural-networks graph-pooling node-clustering spectral-clustering
Last synced: 31 Oct 2025
https://github.com/filippomb/total-variation-graph-neural-networks
Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.
clustering community-detection graph-clustering graph-neural-network graph-pooling spectral-clustering total-variation-loss unsupervised-learning
Last synced: 31 Oct 2025
https://github.com/filippomb/the-expressive-power-of-pooling-in-gnns
Code and dataset to test empirically the expressive power of graph pooling operators.
expressiveness graph-neural-networks graph-pooling weisfeiler-lehman
Last synced: 31 Oct 2025
https://github.com/filippomb/pyramidal-reservoir-graph-neural-networks
Official repository of the paper "Pyramidal Reservoir Graph Neural Networks".
graph-classification graph-neural-networks graph-pooling reservoir-computing
Last synced: 31 Oct 2025
https://github.com/fork123aniket/graph-clustering-using-graph-neural-networks-from-scratch
Implementation of Graph pooling and clustering operation using Graph Neural Networks in PyTorch
graph-clustering graph-neural-networks graph-pooling pytorch pytorch-geometric pytorch-implementation spectral-clustering spectral-models
Last synced: 10 Oct 2025
