D2R2: Discrete Diffusion with Regulation Reinforcement for Single-Cell Perturbation Prediction.

arXiv:2608.15288v2 Announce Type: replace Abstract: Predicting single-cell transcriptomic responses to genetic perturbations is central to functional genomics and virtual-cell modeling. Existing approaches, however, typically predict an entire expression profi