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Resume (English only)
Academic Achievements
Has around 300 publications and 6 patents; Author of the textbook 'Data Mining and Machine Learning' (2nd Edition, Cambridge University Press, 2020); His research has won several best paper awards and nominations, including the EDBT'24 Test of Time Award; Recipient of the National Science Foundation CAREER Award, Department of Energy Early Career Principal Investigator Award, HP Innovation Research Award, and Google Faculty Research Award.
Research Experience
Department Head at RPI; Co-director for NSF IUCRC Center for Research Towards Advancing Financial Technologies (CRAFT); Founding co-chair for the BIOKDD series of workshops; Associate editor for several journals including Data Mining and Knowledge Discovery, Statistical Analysis and Data Mining, etc.; Program co-chair for conferences such as SIGKDD, SDM, ICDM, PAKDD, BIBM, IEEE BigData, and CIKM.
Education
Received his Ph.D. degree in computer science from the University of Rochester in 1998.
Background
Professor and Department Head of Computer Science, with research interests focusing on novel data mining and machine learning techniques, particularly for learning from graph-structured and textual data, with applications in bioinformatics, personal health, and financial analytics.