graph-pooling topic

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

FilippoMB

Hierarchical Graph Pooling with Structure Learning

cszhangzhen

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

JinheonBaek

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

malllabiisc

Hierarchical Inter-Message Passing for Learning on Molecular Graphs

rusty1s

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

danielegrattarola

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

matenure

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

FilippoMB

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

cszhangzhen

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...

ZhenyuYangMQ