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15 Results
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Workshop
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Graph Neural Networks Go Forward-Forward Daniele Paliotta · Mathieu Alain · Bálint Máté · François Fleuret |
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Predicting Galaxy Interloper Fraction with GNNs Elena Massara · Francisco Villaescusa · Will Percival |
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Maximally Expressive GNNs for Outerplanar Graphs Franka Bause · Fabian Jogl · Patrick Indri · Tamara Drucks · David Penz · Nils M. Kriege · Thomas Gärtner · Pascal Welke · Maximilian Thiessen |
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Towards Particle Flow Event Reconstruction at the Future Circular Collider with GNNs Dolores Garcia · Gregor Kržmanc · Philipp Zehetner · Jan Kieseler · Michele Selvaggi |
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PAN: Expressiveness of GNNs with Paths Caterina Graziani · Tamara Drucks · Monica Bianchini · Franco Scarselli · Thomas Gärtner |
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Subgraphormer: Subgraph GNNs meet Graph Transformers Guy Bar Shalom · Beatrice Bevilacqua · Haggai Maron |
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One Node Per User: Node-Level Federated Learning for Graph Neural Networks zhidong gao · Yuanxiong Guo · Yanmin Gong |
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How does over-squashing affect the power of GNNs? Francesco Di Giovanni · T. Konstantin Rusch · Michael Bronstein · Andreea-Ioana Deac · Marc Lackenby · Siddhartha Mishra · Petar Veličković |
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Workshop
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Prot2Text: Multimodal Protein's Function Generation with GNNs and Transformers Hadi Abdine · Michail Chatzianastasis · Costas Bouyioukos · Michalis Vazirgiannis |
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Workshop
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Fri 14:10 |
Spotlight: Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers Hadi Abdine · Michail Chatzianastasis · Costas Bouyioukos · Michalis Vazirgiannis |
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Poster
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Wed 8:45 |
Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs Muhammed Fatih Balin · Ümit Çatalyürek |
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Poster
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Tue 8:45 |
Optimizing over trained GNNs via symmetry breaking Shiqiang Zhang · Juan Campos · Christian Feldmann · David Walz · Frederik Sandfort · Miriam Mathea · Calvin Tsay · Ruth Misener |