My research is mainly on bioinformatics. My lab focuses on multi-omics analysis which provide novel information on the mechanisms of the biological process and cell states in disease development. We develop computational models based on artificial intelligence, machine learning, and statistics. Some of the recent research include statistical association and deep learning on genome-wide population data, deep learning on single-cell RNA-seq, and de novo peptide sequencing. We are particularly interested in plant genomes and AI-assisted digital agriculture. We are also interested in the board range of data analytics using AI and machine learning.