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Beatrice Bevilacqua

TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs

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Feb 26, 2025
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DiGRAF: Diffeomorphic Graph-Adaptive Activation Function

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Jul 02, 2024
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GRANOLA: Adaptive Normalization for Graph Neural Networks

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Apr 20, 2024
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Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products

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Feb 13, 2024
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Efficient Subgraph GNNs by Learning Effective Selection Policies

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Oct 30, 2023
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An OOD Multi-Task Perspective for Link Prediction with New Relation Types and Nodes

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Jul 12, 2023
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Graph Positional Encoding via Random Feature Propagation

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Mar 08, 2023
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Neural Algorithmic Reasoning with Causal Regularisation

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Feb 20, 2023
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Causal Lifting and Link Prediction

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Feb 02, 2023
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A Generalist Neural Algorithmic Learner

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Sep 22, 2022
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