Taesung Lee

Research Staff Member, IBM T J Watson Research Center

elca4u [_at_] gmail.com

I am a research staff member at IBM T. J. Watson Research Center in NY. My main research topic is a knowledgebase (aka, knowledge graph) like Probase, Freebase, Yago, and so on. My thesis focused on complementing knowledgebase by identifying duplicates, extracting properties of entities, and inferring categories of entities. Here is the non-exhaustive list of my research interest: knowledgebase construction, maintenance, and applications; natural language processing; machine learning, data mining, and deep learning; and big data and optimization.

PUBLICATION: DBLP | Google Scholar

RESOURCES

• Example implementation of Reverse Sigmoid Defense (Defending Against Neural Network Model Stealing Attacks Using Deceptive Perturbations, 2019 S&P Workshop) [link]

EDUCATION

PhD, POSTECH, Computer Science, Sept 2009 to Aug 2015

BS, POSTECH, Double major in CS and Math, Mar 2005 to Aug 2009

EXPERIENCE

Aug 2016 to Present, IBM Thomas J. Watson Research Center – Research Staff Member

Aug 2015 to July 2016, Yonsei University – Postdoctoral Researcher

May 2014 to Aug 2014, Microsoft Research at Redmond – Research Intern

July 2013 to Feb 2014, Microsoft Research Asia – Research Intern

Sept 2011 to Feb 2012, Microsoft Research Asia – Research Intern

Sept 2010 to Feb 2011, Microsoft Research Asia – Research Intern

Jan 2008 to Feb 2008, NEXON Corporation – Intern