She has mentored over 90 Assistant Professors, MD fellows, postdocs, graduate students and undergraduates of various academic backgrounds, in Biology, Mathematics, Physics, (bio)Statistics, Bioengineering, Computer Science and Electrical Engineering. Most PhD and postdoc trainees became faculty or senior scientists in private sectors. She has served on various NIH study sections and currently a standing member of BDMA study section. She is on the editorial advisory board for journals Genome Biology and Journal of Proteome Research.