I am a Research Director at Dolby Laboratories. I work on developing human-centered AI systems that empower domain practitioners with visual, interactive, and intelligent technologies. Previously, I have worked at Adobe Research and Databricks.
I received my Ph.D. from the University of Maryland, College Park in 2018, advised by Dr. Ben Shneiderman and Dr. Catherine Plaisant. I earned my bachelor's degree from Zhejiang University, Chu Kochen Honors Program in 2013.
Contact: | Google Scholar |
Software: EventFlow | EventAction | PeerFinder | CoCo
A Visual Analytics Approach for Exploratory Causal Analysis:
Exploration,
Validation, and Applications
TVCG | VAST IEEE Transactions on
Visualization and Computer Graphics, 2020.
Download: [pdf] [virtual presentation]
Real-Time Clustering for Large Sparse Online Visitor Data
WWW Proceedings of The Web Conference,
2020.
Download: [pdf] |
Oral Presentation
Visualizing Uncertainty and Alternatives in Event Sequence Predictions
CHI Proceedings of the SIGCHI Conference
on Human Factors in Computing Systems, 2019.
Download: [pdf] [system] | Sneaks Demo @ Adobe Summit |
Forbes
News
EventAction: A Visual Analytics Approach to Explainable
Recommendation for
Event Sequences
TiiS ACM Transactions on Interactive
Intelligent Systems, 2019.
Download: [pdf] | TiiS Best Paper Award
Finding Similar People to Guide Life Choices: Challenge, Design, and
Evaluation
CHI Proceedings of the SIGCHI Conference
on Human Factors in Computing Systems, 2017.
Download: [pdf] [software] [video] | Best Paper Honorable Mention
Coping with Volume and Variety in Temporal Event Sequences:
Strategies for
Sharpening Analytic Focus
TVCG IEEE Transactions on Visualization
and Computer Graphics, 2017.
Download: [pdf] [software] | Software Licensed
by 5+ Corporations
iSphere: Focus+Context Sphere Visualization for Interactive Large Graph
Exploration
CHI Proceedings of the SIGCHI Conference
on Human Factors in Computing Systems, 2017.
Download: [pdf] [demo] [quad-tree]
Trajectory Bundling for Animated Transitions
CHI Proceedings of the SIGCHI Conference
on Human Factors in Computing Systems, 2015.
Download: [pdf] [video]
Apr 2018 - Now | Adobe Research, San Jose, CA | |
Senior Research Scientist, Big Data Experience Lab | ||
Jan 2014 - Apr 2018 | University of Maryland, College Park, MD | |
Research Assistant, Human-Computer Interaction Lab | ||
Summer 2017 | Adobe Research, San Jose, CA | |
Research Scientist Intern, Big Data Experience Lab | ||
Summer 2014, 2015 | IBM Thomas J. Watson Research Center, Yorktown Heights, NY | |
Research Scientist Intern, Graph Computing and Social Cognitive Analytics Group | ||
Sept 2013 - Dec 2013 | University of Maryland, College Park, MD | |
Teaching Assistant, Department of Computer Science | ||
Sept 2012 - Mar 2013 | Hong Kong University of Science and Technology, Hong Kong | |
Research Scientist Intern, VisLab | ||
Summer 2012 | Tencent, Shanghai, China | |
Software Engineer Intern, Interactive Entertainment Group | ||
Summer 2011 | Alibaba, Hangzhou, China | |
Software Engineer Intern, Research and Development Department | ||
Nov 2010 - June 2013 | WaiMai Online (startup), Hangzhou, China | |
Founder, CTO | ||
Oct 2010 - Sept 2012 | Zhejiang University, Hangzhou, China | |
Research Assistant, State Key Laboratory of CAD&CG |