Yujin Park

Division of Data Science, Yonsei University (Mirae), Republic of Korea

Office: Changjo Hall 170
Email : yujinpark@yonsei.ac.kr
Phone : 033-760-2246
Google Scholar: Link

Education

Ph.D. in Statistics, Ewha Womans University, Seoul, South Korea, 2024
B.S. in Health Education and Management / Statistics, Ewha Womans University, Seoul, South Korea, 2020

Empoyment

Assistant Professor, Division of Data Science, Yonsei University (Mirae), March 2026 - present

Engineer, Memory Business, Samsung Electronics, September 2024 - February 2026

Visiting research student, University of Windsor, July 2022 - January 2023

Researcher, Seoul National University Hospital, April 2020 - December 2020

Projects

Development of mixed sufficient dimension reduction methods

Development of algorithms for improving autonomous driving performance using big data and AI in a mixed environment of autonomous-non-self-driving vehicles

Study on the utilization of unstructured economic data using noise filtering and sufficient dimension reduction (by Bank of Korea)

Study on improving early warning and risk management capacity for Vietnam's financial sector (by National Financial Supervisory Commission and the Korea International Cooperation Agency)

Study on the statistical survey and analysis for the 2021 Ewha Core Competence Assessment

Research Interest

Sufficient dimension reduction
Functional data analysis
Statistical quality control
Statistical learning and data science

Academic Service

Ad-hoc Reviewer

Discover Artificial Intelligence
Scientific Reports

Awards

Best Thesis Award (Ewha Womans University), 2024
Graduate Student Paper Presentation (The Korean Statistical Society) Encouragement Award, 2023
Competition (NH Investment & Securities) Participation Award in customer clustering, 2020

Teaching

Yonsei University

Mathematical Statistics (IST3032), Spring 2026
Linear Model (IST6005), Spring 2026

Students

I am currently looking for motivated M.S. students and B.S. interns with interests in sufficient dimension reduction, functional data analysis, and statistical quality control. Students who are interested in joining my research group are encouraged to contact me via email at yujinpark@yonsei.ac.kr.