StateXDiff: Cell State-Contextualized Multimodal Diffusion for Single-Cell Perturbation Prediction

Peiting Shi, Ningfeng Que, Xianzhe Huang +2

Predicting drug-induced cellular state changes at single-cell resolution remains a central challenge in virtual cell modeling, particularly under out-of-distribution (OOD) conditio…