La Jolla Institute for Immunology

Pfam domain annotation with a graph neural network over AlphaFold2 residue-interaction graphs and ESM-2 embeddings, one model for all families.

Enhancer prediction from DNA sequence alone, reaching 88.05% accuracy and 76.22% MCC on held-out ENCODE cCRE regions and annotating the whole genome.