Research in my laboratory lies at the crossroads of computation, informatics and life sciences. We are broadly interested in developing and applying novel machine learning, data mining, and optimization algorithms to analyze and cognize big omics data in order to address fundamental problems in biomedical research. Currently, we are developing novel bioinformatics algorithms and tools for structural genomics and proteomics as well as multi-omics data analysis. Long-term goal of our research is to deepen our understanding of biological sequences, structures, and functions, as well as their mutual relationships.

Major Projects