New preprint: Bringing Graphs to the Table
Node classification reformulated as a tabular problem, so that tabular foundation models can classify nodes zero-shot.
All the news from the group.
Node classification reformulated as a tabular problem, so that tabular foundation models can classify nodes zero-shot.
İsmail joined TU Wien as Assistant Professor and AITHYRA as Adjunct PI, while remaining an Academic Member at the University of Oxford.
İsmail lectured on geometric deep learning with Michael Bronstein at the Sixth Annual Nepal AI School in Kathmandu.
How Expressive are Knowledge Graph Foundation Models? was accepted to ICML 2025.
Homomorphism Counts as Structural Encodings for Graph Learning was accepted to ICLR 2025.
Krzysztof Olejniczak's MSc thesis on answering conjunctive queries with graph neural networks was awarded the Gibbs Prize.
İsmail received a Department Teaching Commendation at the University of Oxford for the Graph Representation Learning course.
Oscar Davis received the Hoare Project Prize and Zeyang Zhao the Gibbs Prize for their MSc theses in the group.
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