Email: fdzhu[at]smu.edu.sg
Office: SIS 4032
Phone: +65-68085101

Associate Professor & Associate Dean
School of Information Systems
Founding Director
Pinnacle Lab for Analytics, 2013-2019.
DBS-SMU Life Analytics Lab, 2015-2016.
Singapore Management University
80 Stamford Road
Singapore, 178902

Ph.D. (2009), Computer Science, University of Illinois at Urbana-Champaign (UIUC), co-advised by Prof. Jiawei Han and Prof. Jeff Erickson.

Research Interests

My current research interests include large-scale constraint-based sequential, graph pattern mining and information/social network analysis, with applications on web, management information systems, business intelligence and bioinformatics. With a theoretical computer science background, I am also interested in algorithm design and complexity analysis for real-life problems in data mining and database systems.

Honors & Awards

Early Career Award

The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’19)

Best Paper Award

Proc. of 21st International Conference on Database Systems for Advanced Applications (DASFAA’16), 2016

Lee Kong Chian Fellowship

2016 – 2017

DS Lee Foundation Fellowship

2015 – 2016

Best Demo Paper Runner-Up

Proc. of 18th International Conference on Database Systems for Advanced Applications (DASFAA’13), 2013

Best Student Paper

Proc. of 23rd IEEE International Conference on Data Engineering (ICDE), 2007

Best Student Paper

Proc. of 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2007