works on
conditional generative models 1gene expression conditioning 1molecular generation 1precision drug design 1transfer learning 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Gene Expression-Informed Jointly Controlled Generative Modeling for Precision Molecular Design

Hang Yuan, Chen Li, Wenjun Ma +2

The paper introduces JoPMol, a generative model that simultaneously conditions molecule generation on gene expression profiles and desired chemical properties to enable precision d…