Author

Andrés Martínez Mora

AstraZeneca (United Kingdom)ORCID 0000-0002-7293-8220Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:graph neural network· 1 Research Focus:software / tool· 1

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Dimitris PolychronopoulosiD· 1 shared Michaël UghettoiD· 1 shared Sebastian NilssoniD· 1 shared

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Dimitris PolychronopoulosORCID

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BioinformaticsbioRxivPreprintJan 21, 2024

Community-aware explanations in knowledge graphs with XP-GNN

Andrés Martínez Mora, Dimitris Polychronopoulos, Michaël Ughetto, Sebastian Nilsson

This paper introduces XP-GNN, a method for explaining Graph Neural Networks in biological knowledge graphs by leveraging community structures, showing improved relevance in drug discovery use cases.

DOI 10.1101/2024.01.21.576302

graph neural networkcontrastive learning

𝕏 PostBluesky