Humphrey Shi

Assistant Professor, UO Presidential Initiative in Data Science (Computer Vision)

Department of Computer & Information Science, University of Oregon


Other Academic Affiliations:

    • Faculty Affiliate, Knight Campus for Accelerating Scientific Impact, University of Oregon
    • Faculty Member, NSF Center for Big Learning
    • Graduate Faculty Member, UIUC
    • Adjunct Assistant Professor, ECE, UIUC
    • Co-Leader At Large, IFP Group
    • Member, C3SR (IBM-UIUC Center for Cognitive Computing Systems Research)

Prospective Students/Visitors/Post-docs & Collaborators/Sponsors: Contact me.

More Information: SHI Lab @ UO, Oregon CS, UIUC ECE , IFP Group @ UIUC, IBM-Illinois C3SR Center, LinkedIn

Papers, Codes and Datasets: Google Scholar, GitHub

Recent Announcements:

Research Interests:

My current research focuses on accurate & efficient visual understanding for AI systems & applications, in particular I have recently worked in:

    • Computer Vision: classification, object detection, segmentation, activity recognition, etc.
    • Machine Learning: deep learning, weakly-supervised learning, transfer learning, efficient learning, etc.
    • AI Systems & Applications for Science, Engineering, Education, Agriculture, Medicine, Finance, Transportation, etc.

Learn more...

Education

    • PhD, Electrical & Computer Engineering, UIUC, 2014 - 2017
    • MS, Electrical & Computer Engineering, UIUC, 2014 - 2016
    • BE, Engineering Physics, Tsinghua University, 2005 - 2009

Professional Experiences

    • Assistant Professor, CIS, UO, 2020.01 - Present
    • Graduate Faculty Member, UIUC, 2018.08 - Present
    • Adjunct Assistant Professor, ECE, UIUC, 2020.08 - Present
    • Courtesy Assistant Professor, CIS, UO, 2019.06 - 2019.12
    • Adjunct Research Assistant Professor, ECE, UIUC, 2017.12 - 2020.08
    • Research Staff Member, IBM T. J. Watson Research Center, 2017.11 - 2019.12
    • Algorithmic Trader Intern & Consultant, Jump Trading, 2016.05 - 2017.11
    • Visiting Scholar, LV Group, NUS, 2015.05 - 2015.07

Selected Honors & Awards

    • National Academy of Engineering US Frontiers of Engineering (2019)
    • Outstanding Poster Award, MIT-IBM AI Horizons Colloquium (2019)
    • IEEE/ACM DAC System Design Contest 1st Place (2019)
    • IBM Research Accomplishment Award (2018)
    • IBM Invention Achievement Award (2018)
    • IBM Equity Award (2018)
    • NIST/IARPA TRECVID Activity Recognition Challenge 1st Place (2018)
    • Nvidia AI City Challenge 1st Place (2017)
    • ImageNet Video Object Detection and Tracking Challenge 2nd Place (2017)
    • ImageNet Video Object Detection Challenge 3rd Place (2015)

Research Collaborators & Sponsors