Xin Zhang

AET5: A transcriptome-guided molecular generation framework with contrastive self-supervised learning

Gene expression profiles capture system-level drug responses and offer a promising basis for de novo molecular generation. However, their application is limited by data sparsity and experimental noise, which hinder the reliable mapping between disease-associated transcriptomic perturbations and chemically valid therape...