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The Effects of Randomness on the Stability of Node Embeddings2021 Communications in computer and information science conference-paper Computer Science Advanced Graph Neural Networks Open access
Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Martin Grohe, Markus Strohmaier
16citations -
Algorithm 1044: PyGenStability, a Multiscale Community Detection Framework with Generalized Markov Stability2024 ACM Transactions on Mathematical Software article Physics and Astronomy Complex Network Analysis Techniques Open access
Alexis Arnaudon, Dominik J. Schindler, Robert Lucien Peach, Adam Gosztolai, Maxwell Hodges, Michael T. Schaub, +1 more
11citations -
Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access
Antonis Vasileiou, Juan Cerviño, Pascal Frossard, Charilaos I. Kanatsoulis, Christopher Morris, Michael P. Schaub, +4 more
0citations -
Accurately Solving Rod Dynamics with Graph Learning2021 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) conference-paper Physics and Astronomy Model Reduction and Neural Networks
Tassilo Kugelstadt, Torsten Hädrich, Wojtek Pałubicki, Jan Bender, Sören Pirk, Dominik Ludewig Michels
6citations -
Voltage-Based Topology Identification in Low-Voltage Grids Using a Node-Degree-Constraint Kruskal Algorithm and Power-Based Branch Refinement1citations