Jing-Jing Tian

Predicting Single‐Cell Perturbation Responses Across Biological Contexts With a Deep Generative Model Integrating Optimal Transport

ScPILOT learns a generative latent representation through discriminator‐assisted training and separates perturbation inference into cell‐level response estimation from observed contexts and query‐specific response transfer using latent optimal transport, a query‐conditioned framework for transferring responses to previ...