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Michael Bronstein

University of Oxford

GradMetaNet: An Equivariant Architecture for Learning on Gradients

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Jul 02, 2025
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Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models

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Jun 17, 2025
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Efficient Learning on Large Graphs using a Densifying Regularity Lemma

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Apr 25, 2025
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Why do LLMs attend to the first token?

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Apr 03, 2025
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Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement

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Mar 12, 2025
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Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality

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Jan 06, 2025
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OpenQDC: Open Quantum Data Commons

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Nov 29, 2024
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Enhancing the Expressivity of Temporal Graph Networks through Source-Target Identification

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Nov 06, 2024
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Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning

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Oct 29, 2024
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Homomorphism Counts as Structural Encodings for Graph Learning

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Oct 24, 2024
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