Bause, Franka

7 publications

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

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

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

NeurIPSW 2023 Maximally Expressive GNNs for Outerplanar Graphs Franka Bause, Fabian Jogl, Patrick Indri, Tamara Drucks, David Penz, Nils Kriege, Thomas Gärtner, Pascal Welke, Maximilian Thiessen

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