Ju Sun (孙举)

4-192 Keller Hall

200 Union Street SE

Minneapolis, MN 55455

Assistant Professor, Computer Science & Engineering
University of Minnesota, Twin Cities

Research Interests: machine learning, data sciences, and numerical optimization, computer vision, signal/image processing, and computational imaging, healthcare. See my [CV].

Contact

• Email: jusun@umn.edu \ \ sunjunus@gmail.com
• Office: 5-225E, KHKH
• Phone: 612-301-2729
• Webpage: http://sunju.org
• Office Hour: 4 – 6pm Thur (2020 Spring)

What’s new

Upcoming

• SIAM Conference on Mathematics of Data Science at Cincinnati, Ohio (postponed for the BEERvirus, 2020)

Past

• Paper release: our new paper Inverse Problems, Deep Learning, and Symmetry Breaking is on arXiv. We show how symmetries in nonlinear inverse problems can cause a significant difficulty for the end-to-end deep learning approach, and how to address it by breaking the symmetry (Mar 20, 2020).
• Workshop on Numerical Algebra in High-Dimensional Data Analysis at Tianyuan Mathematical Center in Southeast China (TMSE), Xiamen, China (Dec 27–29, 2019)
• INFORMS Annual Meeting 2019 at Seattle (Oct 20–23, 2019)
• Join CS&E @ UMN as an assistant professor! (Jul 01, 2019)

Archive

• Stanford years (2016 – 2019)
• Columbia years (2011 – 2016)