Cheng Liu

scGFormer: A Multi-Scale Graph-Transformer for Cell Type Annotation in Single-Cell RNA Sequencing.

Despite the rapid progress of single-cell RNA sequencing (scRNA-seq), accurate cell type annotation remains a major challenge. Existing approaches often struggle with sparse and heterogeneous expression profiles, insufficient genelevel modeling, and complications such as zero inflation and class imbalance. To address t...