Kriege, Nils Morten

7 publications

AAAI 2025 Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks Lorenz Kummer, Samir Moustafa, Wilfried N. Gansterer, Nils Morten Kriege

TMLR 2025 Maximally Expressive GNNs for Outerplanar Graphs Franka Bause, Fabian Jogl, Patrick Indri, Tamara Drucks, David Penz, Nils Morten Kriege, Thomas Gärtner, Pascal Welke, Maximilian Thiessen

AISTATS 2025 On the Relationship Between Robustness and Expressivity of Graph Neural Networks Lorenz Kummer, Wilfried N. Gansterer, Nils Morten Kriege

LoG 2025 Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph Andreas Roth, Franka Bause, Nils Morten Kriege, Thomas Liebig

ICML 2025 Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Suess, Wilfried N. Gansterer, Nils Morten Kriege

ICMLW 2024 Permutation Tree Invariant Neural Architectures Johannes Urban, Sebastian Tschiatschek, Nils Morten Kriege

LoG 2022 Gradual Weisfeiler-Leman: Slow and Steady Wins the Race Franka Bause, Nils Morten Kriege