Jue Wang

RDiffusion is a generative transformer model for RNA sequence design that outperforms baselines in success rate and diversity, and was used to design therapeutic miRNA mimics for osteoarthritis.

The paper introduces VitaGRN, a multimodal biophysical framework that predicts perturbation responses and uncovers non-canonical regulatory mechanisms, demonstrating robust generalization across cell lines and factors.