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Yeonatan Mauhnoom

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#graph neural networks Open access Sep 2026

NEXUS-GO: Network-Extended Unified Sequence Embeddings for Gene Ontology Function Annotation

Protein function annotation by propagating protein language model embeddings over protein-protein interaction networks, across the full range from parameter-free multi-hop diffusion to learned graph neural networks (GCN, GAT, GraphSAGE) and their fusion. This release is the archived snapshot of the code and derived res...

Yeonatan Mauhnoom, Gabriel Bianchin de Oliveira, Hélio Pedrini et al. · 0 citations
#graph neural networks Open access Sep 2026

NEXUS-GO: Network-Extended Unified Sequence Embeddings for Gene Ontology Function Annotation

Protein function annotation by propagating protein language model embeddings over protein-protein interaction networks, across the full range from parameter-free multi-hop diffusion to learned graph neural networks (GCN, GAT, GraphSAGE) and their fusion. This release is the archived snapshot of the code and derived res...

Yeonatan Mauhnoom, Gabriel Bianchin de Oliveira, Hélio Pedrini et al. · 0 citations

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