Official Research BiographyYisong Yue is an assistant professor in the Computing and Mathematical Sciences Department at the California Institute of Technology. He was previously a research scientist at Disney Research. Before that, he was a postdoctoral researcher in the Machine Learning Department and the iLab at Carnegie Mellon University. He received a Ph.D. from Cornell University and a B.S. from the University of Illinois at Urbana-Champaign.
Yisong's research interests lie primarily in the theory and application of statistical machine learning. His research is largely centered around developing integrated learning-based approaches that can characterize complex structured and adaptive decision-making settings. Current focus areas include developing novel methods for spatiotemporal reasoning, structured prediction, interactive learning systems, and learning with humans in the loop. In the past, his research has been applied to information retrieval, recommender systems, text classification, learning from rich user interfaces, analyzing implicit human feedback, data-driven animation, behavior analysis, sports analytics, policy learning in robotics, and adaptive routing & allocation problems.
More About MeMy Chinese name is 岳一松. I was born in Beijing and moved to Chicago when I was five years old. I spent most of my childhood in and around the Chicago area. I was fortunate enough to have attended the Illinois Mathematics and Science Academy for high school.
As an undergrad at UIUC, I was a member of the ACM@UIUC student chapter. As treasurer, my areas of expertise included finding the best deals for pizza in order to feed all my ravenous cohorts. I also helped out with the student-run Reflections | Projections computing conference.
As a grad student at Cornell, I helped run the arXiv.org full text search engine, thus allowing me experiment with the searching habits of physicists from all over the world. I was also the Brown Bag Czar of the Computer Science Department, where I leveraged my previously acquired pizza purchasing skills to great effect.
My other interests include hiking, photography, and basketball. In the past, I've also enjoyed choral singing and comedic acting. I was extremely lucky to sing under the directing of Barrington Coleman (at UIUC), and Scott Tucker (at Cornell). I am also an avid ESports fan and enjoy watching and playing StarCraft and Heroes of the Storm.
Professional ActivitiesNote - Henceforth, I refuse to be a reviewer or editor for any Elsevier journal for reasons described here.
- Fundraising Chair, AISTATS 2016
- Data Mining and Knowledge Discovery
- Information Processing & Management
- Information Retrieval
- Journal of Artificial Intelligence Research
- Neural Networks
- Transactions on Knowledge and Data Engineering
- Transactions on the Web
Conference Program Committee / Reviewer
- AAAI 2014, 2015, 2017 (SPC)
- ACL 2012
- ACML 2011, 2012, 2014
- CIKM 2012
- COLING 2010, 2014
- COLT 2015
- ECML/PKDD 2008
- EMNLP 2011, 2012
- ICLR 2018
- ICML 2007, 2008, 2009, 2010, 2011, 2012, 2013 (AC), 2014, 2016 (AC), 2017 (AC)
- IJCAI 2016 (SPC)
- KDD 2011, 2015 (SPC), 2016 (SPC), 2017 (SPC)
- NAACL-HLT 2012, 2013
- NIPS 2008, 2009, 2010, 2011, 2012, 2014, 2015, 2016, 2017
- SIGIR 2008, 2009, 2010, 2013, 2014
- SoCG 2010
- UBICOMP 2014
- UIST 2015
- WSDM 2011, 2012, 2013, 2014, 2015, 2016 (SPC)
- WWW 2011, 2012, 2013, 2014, 2017