Jiayi Wang

CellVocal links spatial context to transcriptional dynamics by integrating spatial RNA velocity with cell-cell communication to attribute cell-state transitions to signalling modules and neighbouring cells.

DyMoTree infers early cell fate transitions and drivers from single-cell transcriptomes using a tree-structured neural network, outperforming existing methods in resolving fate biases.

CellSTIC decodes hierarchical cell-cell communication in spatial multi-omics data by integrating multimodal evidence and organizing interactions into a hierarchical semantic representation.