Franka Bause

According to our database, Franka Bause authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win.

Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Süss, Wilfried N. Gansterer, Nils M. Kriege

CoRR, June, 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

Trans. Mach. Learn. Res., 2025

2024

Approximating the Graph Edit Distance with Compact Neighborhood Representations.

Franka Bause, Christian Permann, Nils M. Kriege

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

On the Two Sides of Redundancy in Graph Neural Networks.

Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.

Andreas Roth, Franka Bause, Nils Morten Kriege, Thomas Liebig

Proceedings of the Learning on Graphs Conference, 26-29 November 2024, Virtual., 2024

2023

Non-Redundant Graph Neural Networks with Improved Expressiveness.

Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege

CoRR, 2023

2022

EmbAssi: embedding assignment costs for similarity search in large graph databases.

Franka Bause, Erich Schubert, Nils M. Kriege

Data Min. Knowl. Discov., 2022

Gradual Weisfeiler-Leman: Slow and Steady Wins the Race.

Franka Bause, Nils Morten Kriege

Proceedings of the Learning on Graphs Conference, 2022

2021

Metric Indexing for Graph Similarity Search.

Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege

Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

2020

TUDataset: A collection of benchmark datasets for learning with graphs.

Christopher Morris, Nils M. Kriege, Franka Bause, Kristian Kersting, Petra Mutzel, Marion Neumann

CoRR, 2020

2019

Computing Optimal Assignments in Linear Time for Graph Matching.

Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson

CoRR, 2019

Computing Optimal Assignments in Linear Time for Approximate Graph Matching.

Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019