Graph Filtration Kernels

22 October 2021

Papers citing "Graph Filtration Kernels"

15 / 15 papers shown

Title
Graph Neural Networks with Local Graph Parameters Pablo Barceló Floris Geerts Juan L. Reutter Maksimilian Ryschkov 38 65 0 12 Jun 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs Christopher Morris Matthias Fey Nils M. Kriege GNN 34 23 0 12 May 2021
Graph Kernels: State-of-the-Art and Future Challenges Karsten Borgwardt Elisabetta Ghisu Felipe Llinares-López Leslie O’Bray Bastian Rieck AI4TS 31 105 0 07 Nov 2020
TUDataset: A collection of benchmark datasets for learning with graphs Christopher Morris Nils M. Kriege Franka Bause Kristian Kersting Petra Mutzel Marion Neumann 78 802 0 16 Jul 2020
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting Giorgos Bouritsas Fabrizio Frasca Stefanos Zafeiriou M. Bronstein 73 428 0 16 Jun 2020
Wasserstein Weisfeiler-Lehman Graph Kernels Matteo Togninalli M. Ghisu Felipe Llinares-López Bastian Rieck Karsten Borgwardt 37 196 0 04 Jun 2019
A Survey on Graph Kernels Nils M. Kriege Fredrik D. Johansson Christopher Morris 87 416 0 28 Mar 2019
Relational Pooling for Graph Representations R. Murphy Balasubramaniam Srinivasan Vinayak A. Rao Bruno Ribeiro GNN 48 259 0 06 Mar 2019
Tree-Sliced Variants of Wasserstein Distances Tam Le M. Yamada Kenji Fukumizu Marco Cuturi OT 12 81 0 01 Feb 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 108 1,625 0 04 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 83 7,554 0 01 Oct 2018
GraKeL: A Graph Kernel Library in Python Giannis Siglidis Giannis Nikolentzos Stratis Limnios C. Giatsidis Konstantinos Skianis Michalis Vazirgiannis GP 13 156 0 06 Jun 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 70 2,133 0 01 Mar 2018
On Valid Optimal Assignment Kernels and Applications to Graph Classification Nils M. Kriege Pierre-Louis Giscard Richard C. Wilson 39 213 0 03 Jun 2016
A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus Stefan Huber Ulrich Bauer Roland Kwitt 40 345 0 21 Dec 2014