Ju-Yong Lee

OmniScore: Universal Scoring of Diverse Biomolecular Complexes via Equivariant Geometry-Aware Discrete Representation Learning

OmniScore is introduced, a universal structure-based framework that learns a shared geometry-aware representation of complexes once and then adapts it to downstream scoring through lightweight task-specific heads, suggesting that geometry-aware pretraining can provide a reusable scoring backbone for tasks that depend o...