Curriculum Vitae

For more information, you can check out my CV attached here or reach out to me on my email :)

General Information

Full Name Seiyun Shin (신세윤)
Email seiyuns2@illinois.edu
Webpage seiyun-shin.github.io
Languages English (fluent), Korean (native)

Education

  • Current
    Ph.D. in Electrical and Computer Engineering
    University of Illinois Urbana-Champaign (UIUC)
  • 2015
    M.S. in Electrical Engineering
    Korea Advanced Institute of Science and Technology (KAIST)
  • 2013
    B.S. in Electrical Engineering and Mathematics
    Korea Advanced Institute of Science and Technology (KAIST)
    • Summa Cum Laude
    • Double major

Research Interests

  • Inference and Learning from Graph-structured Data
    • Inference and Learning from Partially Observed Graph Data (in GNNs)
    • Generalization
  • Efficient Trustworty Machine Learning
    • Differential Privacy (in covariance estimation and regression)
    • Data attribution (to ensure transparency and accountability)
    • Robustness
    • Fairness
  • Multi-armed Bandits and Online Learning

Hobbies