• Catherine Qi Zhao

    Associate Professor
    Department of Computer Science and Engineering
    University of Minnesota

    Office: Keller 5-213
    Phone: (612) 301-2115
    Email: qzhao at cs.umn.edu

  • Our research is in the areas of artificial intelligence, computer vision, machine learning, and AI for humans. In particular, we provide theoretical foundations in computer vision, invent application-specific machine learning methods, and develop trustworthy systems that leverage both artificial and human intelligence.

    Our recent focus includes understanding neural networks, and innovating explainable and generalizable AI methods. We also emphasize the role of humans in AI and develop AI to benefit humans, especially those in need. For example, our works understand and identify neurodevelopmental disorders, and decode human motor intention in upper limb amputees.

    [Open Positions] We have openings for Ph.D. students. Please refer to the Jobs page for more information.


News

  • we receive an NSF RI grant to develop new capabilities for problem understanding and solving in the real world.
  • we receive an NSF EAGER grant to pioneer AI/ML-enabled smart manufacturing.
  • several works on explainable, generalizable, and trustworthy AI are out. [explanation][knowledge-based reasoning][trustworthiness prediction]
  • our work on explicit knowledge incorporation in visual reasoning is out. [project page]
  • our new work on predicting visual scanpath is out. [project page]
  • I will be a program co-chair for WACV 2022.
  • our work on attention and reasoning to quantify and improve the decision-making process is out. [project page]
  • our work on leveraging attention as an interface to understand task performance is out. [project page]
  • we receive an NSF RI grant to study attention and reasoning. [link]
  • our work on autism screening with multi-modality information is out. [project page]
  • I will be an area chair for CVPR 2020 and doctoral consortium chair for WACV 2020 and CVPR 2023.
  • we receive an NSF S&AS grant to develop intelligent UAVs with active vision. [link]
  • our work on shallowing deep neural networks is out. [project page]
  • I will be an area chair for WACV 2019, CVPR 2019, and IJCAI 2019.
  • our work on emotion and attention is out. [project page]
  • we receive an NSF SHF grant to develop efficient time-based deep neural networks. [link]
  • we will organize the 3rd LSUN Saliency Challenge, in conjunction with CVPR.
  • the new book I edited is out -- it provides an overview of vision from various perspectives, ranging from neuroscience to cognition, and from computational principles to engineering.


  • our work on autism photo is out in Current Biology.
  • I have joined the University of Minnesota Twin Cities as an assistant professor.
  • commentary about our autism work appears in Neuron.
  • press release at HuffPost, Business Insider, Daily Mail, MedicalXpress, and Futurity.
  • our work is on the cover of Neuron. [pdf]

More