Franka presented the paper Maximally Expressive GNNs for Outerplanar Graphs by Franka Bause, Fabian Jogl, Patrick Indri, Tamara Drucks, David Penz, Nils Kriege, Thomas Gärtner, Pascal Welke, and Maximilian Thiessen (published at TMLR earlier this year) at the ECML/PKDD 2025 Nectar Track! Our paper proposes a linear time graph transformation that enables the Weisfeiler-Leman (WL)…

We are happy to announce, that the 22nd Mining and Learning with Graphs workshop will be held at ECML/PKDD on September 15th 2025 in Porto! We will have exciting keynotes by Rebekka Burgholz and Matthias Fey, as well as plenty of time for socializing. Submit your work until 14th of June at http://mlg-europe.github.io! The European…

We are excited to announce that the paper Maximally Expressive GNNs for Outerplanar Graphs by Franka Bause, Fabian Jogl, Patrick Indri, Tamara Drucks, David Penz, Nils Kriege, Thomas Gärtner, Pascal Welke, and Maximilian Thiessen has been accepted to Transactions on Machine Learning Research (TMLR)! The paper proposes a linear time graph transformation that enables the…

The paper “Preventing Representation Rank Collapse in MPNNs by Splitting the Computational Graph” was accepted at the Learning on Graphs Conference (LoG) 2024!