Kriege, Nils M.

10 publications

ECML-PKDD 2024 Approximating the Graph Edit Distance with Compact Neighborhood Representations Franka Bause, Christian Permann, Nils M. Kriege

ECML-PKDD 2024 On the Two Sides of Redundancy in Graph Neural Networks Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege

JMLR 2023 Weisfeiler and Leman Go Machine Learning: The Story so Far Christopher Morris, Yaron Lipman, Haggai Maron, Bastian Rieck, Nils M. Kriege, Martin Grohe, Matthias Fey, Karsten Borgwardt

NeurIPS 2022 Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited Nils M. Kriege

IJCAI 2021 The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs Christopher Morris, Matthias Fey, Nils M. Kriege

ICLR 2020 Deep Graph Matching Consensus Matthias Fey, Jan E. Lenssen, Christopher Morris, Jonathan Masci, Nils M. Kriege

IJCAI 2018 A Property Testing Framework for the Theoretical Expressivity of Graph Kernels Nils M. Kriege, Christopher Morris, Anja Rey, Christian Sohler

ECML-PKDD 2017 Recent Advances in Kernel-Based Graph Classification Nils M. Kriege, Christopher Morris

NeurIPS 2016 On Valid Optimal Assignment Kernels and Applications to Graph Classification Nils M. Kriege, Pierre-Louis Giscard, Richard Wilson

ICML 2012 Subgraph Matching Kernels for Attributed Graphs Nils M. Kriege, Petra Mutzel