Ziqi Rong

DE-Rigor-Agent automates differential expression analysis for bulk RNA-seq by evaluating method suitability, reducing false discovery rates and improving statistical power across diverse datasets.

IntegrateRigor optimizes batch integration for cell identity recovery in single-cell and spatial transcriptomics data, revealing cancer-immune interface niches previously obscured by integration biases.

GAIA provides a framework for analyzing single-cell and spatial transcriptomic data by reconciling discrete and continuous gene expression variation through information geometry.