A Generalized Weisfeiler-Lehman Graph Kernel

A Generalized Weisfeiler-Lehman Graph Kernel

20 January 2021

Tamás Horváth

Papers citing "A Generalized Weisfeiler-Lehman Graph Kernel"

13 / 13 papers shown

Title
TUDataset: A collection of benchmark datasets for learning with graphs Christopher Morris Nils M. Kriege Franka Bause Kristian Kersting Petra Mutzel Marion Neumann 230 819 0 16 Jul 2020
Theoretically Expressive and Edge-aware Graph Learning Federico Errica D. Bacciu Alessio Micheli 31 6 0 24 Jan 2020
Wasserstein Weisfeiler-Lehman Graph Kernels Matteo Togninalli M. Ghisu Felipe Llinares-López Bastian Rieck Karsten Borgwardt 58 199 0 04 Jun 2019
On the equivalence between graph isomorphism testing and function approximation with GNNs Zhengdao Chen Soledad Villar Lei Chen Joan Bruna 81 281 0 29 May 2019
DDGK: Learning Graph Representations for Deep Divergence Graph Kernels Rami Al-Rfou Dustin Zelle Bryan Perozzi 46 57 0 21 Apr 2019
A Survey on Graph Kernels Nils M. Kriege Fredrik D. Johansson Christopher Morris 125 418 0 28 Mar 2019
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Christopher Morris Martin Ritzert Matthias Fey William L. Hamilton J. E. Lenssen Gaurav Rattan Martin Grohe GNN 189 1,634 0 04 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 232 7,638 0 01 Oct 2018
GraKeL: A Graph Kernel Library in Python Giannis Siglidis Giannis Nikolentzos Stratis Limnios C. Giatsidis Konstantinos Skianis Michalis Vazirgiannis GP 38 158 0 06 Jun 2018
On Valid Optimal Assignment Kernels and Applications to Graph Classification Nils M. Kriege Pierre-Louis Giscard Richard C. Wilson 84 215 0 03 Jun 2016
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 86 740 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 209 4,258 0 04 Jun 2013
Dynamic Clustering of Histogram Data Based on Adaptive Squared Wasserstein Distances A. Irpino R. Verde F. D. Carvalho 47 53 0 07 Oct 2011