weisfeier-leman

There are 0 repository under weisfeier-leman topic.

• chrsmrrs / k-gnn

  Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

  deep-learninggraph-neural-networksgraphsgraph-algorithmspytorchweisfeiler-lehmanweisfeier-lemanend-to-endhigher-order
  Language:C++ 178

• meakbiyik / graphtester

  Test graph isomorphism with 1-WL for different graph classes and labelings

  gnngraphgraph-isomorphismgraph-transformerpythonweisfeier-lemanweisfeiler-lehman
  Language:Python 4

• ericbill21 / BachelorThesis

  This work addresses the need for deeper insights into the representations learned by GNNs by introducing a novel 1-WL+NN framework for which we prove the equivalence with GNNs and are able to study the representations learned by GNNs.

  gnngraphneuralnetworkmachine-learningweisfeier-leman
  Language:Jupyter Notebook 0