Kun Zhang

CausalBind: Causal Modeling and Learning for Protein-Molecule Virtual Screening

Protein-molecule virtual screening is increasingly cast as a problem of representation learning in a shared embedding space. Existing methods rely on dense holistic alignment, entangling invariant binding determinants with nuisance correlations and limiting transfer to new targets. It has been noted that binding in pro...