Mengyao Mao

Integrative graph deep learning with directional decoding for robust gene regulatory network inference from single-cell transcriptomics

While gene regulatory networks (GRNs) are fundamental to understanding complex cellular mechanisms, the accurate inference from single-cell RNA-sequencing (scRNA-seq) data is hindered by the inherent noise, transcriptional dropout events, and dynamic nature of gene regulation. Cu...