Buyun Liang

Buyun Liang

Computer Science M.S. Student

University of Minnesota, Twin Cities

I am a M.S. student in the Department of Computer Science & Engineering at the University of Minnesota, Twin Cities, also work as a graduate research assistant in Prof. Ju Sun’s group.

Broadly, my research is about optimization for machine and deep learning, robustness in vision recognition and AI for science and engineering. Specifically, I am interested in: 1). User-friendly and scalable software for constrained optimization in deep learning; 2). Adversarial robustness in computer vision; 3). AI for topology optimization; 4). Learning from unbalanced biomedical data.

Prior to this, I obtained my first M.S. degree in Materials Science at the University of Minnesota, Twin Cities, and my B.S. degree from the School of Physics, Nanjing University. Before joining Prof. Ju Sun’s group, I worked as a research assistant in Prof. J. Ilja Siepmann’s computational chemistry group.

Download my Curriculum Vitae .

Interests
  • Optimization for Deep Learning
  • Robustness in Vision Recognition
  • AI for Science & Engineering
Education
  • M.S. in Computer Science, 2020 - Present

    University of Minnesota, Minneapolis, MN, USA πŸ‡ΊπŸ‡Έ

  • M.S. in Materials Science, 2018 - 2020

    University of Minnesota, Minneapolis, MN, USA πŸ‡ΊπŸ‡Έ

  • B.S. in Physics, 2014 - 2018

    Nanjing University, Nanjing, Jiangsu, China πŸ‡¨πŸ‡³

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