Sotabase

Career

· Professor, Georgia Institute of Technology2018–
· Assistant Professor, Georgia Institute of Technology2012–2018
· Ph.D. Machine Learning, Carnegie Mellon University2007–2012
· Masters of Human-Computer Interaction, Carnegie Mellon University2005–2010
· M.S. Machine Learning, Carnegie Mellon University2005–2010
· B.Eng. Information Engineering (Honors), The Chinese University of Hong Kong2001–2005
· Apple

Publications (14)

Polonium: Tera-Scale Graph Mining and Inference for Malware Detection
2011
153
cited
Mining Tera-Scale Graphs: Theory, Engineering and Discoveries
2012
11
cited
Catching bad guys with graph mining
XRDS · 2011
9
cited
Proceedings of the 20th International Conference on Intelligent User Interfaces Companion
International Conference on Intelligent User Interfaces · 2015
5
cited
Approximate Query Matching for Image Retrieval
arXiv.org · 2018
1
cited
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
International Joint Conference on Artificial Intelligence · 2024
1
cited
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1).
2019
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors
ACM Transactions on Knowledge Discovery from Data · 2019
Energy and Data Science Academia Talks
2016
Go Jackets! Oral Presentation Sessions Student Center, 3rd Floor Pan-cancer Analysis for Studying Cancer Stage Using Protein Expression Data Robustness Analysis of the Total Cavopulmonary Connection with Steady and Pulsatile Computational Fluid Dynamics Simulations Finding Meaning in Text: Parsing S
Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382)
Dagstuhl Reports · 2020
Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351)
Dagstuhl Reports · 2022
Proceedings of the ACM SIGKDD 2014 Full-day Workshop on Interactive Data Exploration and Analytics
2013
Session details: Big graph mining 2014 workshop
The Web Conference · 2014
Sotabase