Franka Bause

19 papers A* 2B 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
XIMP: Cross Graph Inter-Message Passing for Molecular Property Prediction.
CoRR
Anatol Ehrlich, Lorenz Kummer, Václav Vorácek, Franka Bause, Nils M. Kriege
2025 J jnl
Maximally Expressive GNNs for Outerplanar Graphs.
Trans. Mach. Learn. Res.
Franka Bause, Fabian Jogl, Patrick Indri, Tamara Drucks, David Penz, Nils Morten Kriege, Thomas Gärtner, Pascal Welke, Maximilian Thiessen
2025 A* conf
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win.
ICML
Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Süss, Wilfried N. Gansterer, Nils Morten Kriege
2025 J jnl
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win.
CoRR
Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Süss, Wilfried N. Gansterer, Nils M. Kriege
2024 — conf
Approximating the Graph Edit Distance with Compact Neighborhood Representations.
ECML/PKDD (5)
Franka Bause, Christian Permann, Nils M. Kriege
2024 — conf
On the Two Sides of Redundancy in Graph Neural Networks.
ECML/PKDD (6)
Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege
2024 — conf
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.
LoG
Andreas Roth, Franka Bause, Nils Morten Kriege, Thomas Liebig
2024 J jnl
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.
CoRR
Andreas Roth, Franka Bause, Nils M. Kriege, Thomas Liebig
2023 J jnl
Approximating the Graph Edit Distance with Compact Neighborhood Representations.
CoRR
Franka Bause, Christian Permann, Nils M. Kriege
2023 J jnl
Non-Redundant Graph Neural Networks with Improved Expressiveness.
CoRR
Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege
2022 J jnl
EmbAssi: embedding assignment costs for similarity search in large graph databases.
Data Min. Knowl. Discov.
Franka Bause, Erich Schubert, Nils M. Kriege
2022 — conf
Gradual Weisfeiler-Leman: Slow and Steady Wins the Race.
LoG
Franka Bause, Nils Morten Kriege
2022 J jnl
Gradual Weisfeiler-Leman: Slow and Steady Wins the Race.
CoRR
Franka Bause, Nils M. Kriege
2021 J jnl
EmbAssi: Embedding Assignment Costs for Similarity Search in Large Graph Databases.
CoRR
Franka Bause, Erich Schubert, Nils M. Kriege
2021 B conf
Metric Indexing for Graph Similarity Search.
SISAP
Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege
2021 J jnl
Metric Indexing for Graph Similarity Search.
CoRR
Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege
2020 J jnl
TUDataset: A collection of benchmark datasets for learning with graphs.
CoRR
Christopher Morris, Nils M. Kriege, Franka Bause, Kristian Kersting, Petra Mutzel, Marion Neumann
2019 A* conf
Computing Optimal Assignments in Linear Time for Approximate Graph Matching.
ICDM
Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson
2019 J jnl
Computing Optimal Assignments in Linear Time for Graph Matching.
CoRR
Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson