🎓 Korea University — Industrial & Management Engineering

Seungjun Chu

Industrial AI and Decision Analytics

Seungjun Chu is an undergraduate student in the School of Industrial & Management Engineering at Korea University. He is broadly interested in data-driven problem-solving and interdisciplinary approaches to addressing complex challenges across industry and society. Throughout his undergraduate studies, he has collaborated with scholars and institutions both in Korea and abroad, engaging in projects that aim to generate meaningful insights and practical contributions.

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CV last updated: 23 May 2026

About

Education & Experience

A quick snapshot of my academic background and research / policy experience.

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Education

Korea University — B.Eng. in Industrial & Management Engineering (Expected 2029)

Semester High Honors (Spring 2025)
Semester Honors (Fall 2025)

Busan Il Science High School — Graduated (Feb. 2025)

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Research Experience

LISP Lab, Thayer School of Engineering, Dartmouth College — Undergraduate Researcher (Feb. 2026 – Present)
SIA Lab, School of Industrial and Management Engineering, Korea University — Undergraduate Researcher (Nov. 2025 – Present)
Prof. Jaehoon Jeong's Group, School of Business Administration, University of Seoul — Undergraduate Researcher (Aug. 2025 – Present)
Prof. Nicolas Federico Martin's Group, College of Agricultural, Consumer and Environmental Sciences, University of Illinois Urbana-Champaign — Research Intern (Dec. 2023 – Aug. 2024)
Prof. Youngwoon Woo's Group, Department of Applied Software Engineering, Dong-Eui University — Research Intern (Mar. 2023 – Feb. 2024)
Prof. Kyungmin Kim's Group, Software Education Center, Pusan National University — Research Intern (Mar. 2022 – Feb. 2023)

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Policy & Applied Research

Seoul Metropolitan Government (commissioned policy research via University of Seoul)

Research Assistant (2025)

Empirical modeling and report writing using large-scale administrative data

Research

Papers & Presentations

Working papers, a peer-reviewed journal publication, and conference presentations (selected).

WORKING PAPER

Weakly-Supervised Semantic Segmentation

Under review, European Conference on Computer Vision (ECCV 2026) (co-first author).

WORKING PAPER

Healthcare accessibility modeling

In preparation for submission to Applied Geography (first author).

WORKING PAPER

Gaussian Process-based anomaly detection

In preparation for submission to the AAAI Conference on Artificial Intelligence (AAAI 2027) (co-first author).

WORKING PAPER

Test-Time Adaptation for industrial environments

In preparation for submission to the AAAI Conference on Artificial Intelligence (AAAI 2027) (co-first author).

WORKING PAPER

Wafer defect classification

Currently developing and modeling a deep learning pipeline for wafer map defect classification (first author).

JOURNAL

Analysis of Determinants of 5 Major Crimes in Seoul using Spatial Big Data

S. Chu and K. Kim, Journal of the Korea Institute of Information & Communication Engineering, vol. 28, no. 4, pp. 369–378, Apr. 2024. DOI: 10.6109/jkiice.2024.28.4.369

CONFERENCE

A Multidimensional Diagnostic and Explanatory Framework for Social Infrastructure Accessibility Using Digital Footprint Data: The Case of Healthcare Inequality in a Metropolis

S. Chu, J. Park, and J. Jeong, 16th Annual Conference on Health IT and Analytics (CHITA 2026), Oral Presentation, Washington, DC, May 2026.

CONFERENCE

Application of Geographically Weighted Principal Component Analysis to Domestic Administrative Data

S. Chu, 2024 Spring Conference of the Korea Institute of Information and Communication Engineering, Oral Presentation, 2024.

CONFERENCE

Analysis of Collaborative Research Trends in the Journal of the Korea Institute of Information and Communication Engineering using Co-authorship Network

S. Chu, Y. Koh, M. Kim, and T. Kim, 2024 Spring Conference of the Korea Institute of Information and Communication Engineering, Oral Presentation, 2024.

CONFERENCE

Comparison of the Performance of Regression Models for Analyzing Determinants of 5 Major Crimes

S. Chu, 2023 Fall Conference of the Korea Institute of Information and Communication Engineering, Oral Presentation, 2023.

Scholarships

Selected Scholarships

Merit-based scholarships and competitive selections (selected).

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Presidential Science Scholarship

Full tuition and academic grant for 4 years

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Fourth Industrial Revolution Gifted Scholarship

Selected (2023)

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Busan Machinery Industry Cooperative Scholarship

Selected (2022)

Awards

Selected Awards

Talent Award of Korea – Deputy Prime Minister and Minister of Education Award
Finalist, 2024 Regeneron International Science and Engineering Fair (ISEF)
Outstanding Student Paper Award (2 papers), 2024 Spring Conference, KIICE
Outstanding Student Paper Award, 2023 Fall Conference, KIICE
Grand Award, 2023 National Research and Education (R&E) Project Presentation Competition (Minister of Science and ICT Award)
Excellence Award, 69th National Science Contest – Industry & Energy Division (Minister of Science and ICT Award)
Grand Award, 2023 National SW·AI Education Essay Contest (Minister of Science and ICT Award)
Grand Award, 39th National Youth Science Exploration Competition (Minister of Science and ICT Award)
Gold Award, 21st Korea Science and Engineering Fair (KSEF)
Gold Award, 14th National Creative Problem-Solving Competition
Silver Award, 25th National Student Statistics Utilization Competition
Excellence Award, 2025 Data Creator Camp
Excellence Award, 2023 AI Hub Data Utilization Idea Contest
Excellence Award, 2023 Hello New World Hackathon
Special Award, 2022 National Data Analysis and Application Contest – Analytics Division
Excellence Award, 5th National Educational Public Data Analysis and Utilization Competition
Silver Award, 2022 National Youth Science Fair
Encouragement Award, 2022 National Research and Education (R&E) Project Presentation Competition
KFICT President's Award, 2025 National AI·Digital Native Debate Competition
A-Grade Outstanding Idea Selection, 2025 Innovation Demand Idea Competition, Public Procurement Service (PPS), Korea
Best Project Award, 2025 SNU--KU--Yonsei Industrial Engineering Academic Exchange (Seoul National University, Korea University, Yonsei University)
Top Award, 60th Busan Science Exhibition – Industry & Energy Division
Excellence Award, 2022 Busan Future Scientist Award – Mathematics Division
Grand Award, 2022 Busan Youth Scientific Exploration Competition
Grand Award, 38th Busan Youth Scientific Exploration Competition

Engagement

Activities, Talks & Media

Selected engagements and outreach activities (selected).

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Activities & Engagements

Selected Member, Young Engineers Honor Society (YEHS), National Academy of Engineering of Korea (NAEK) — selected upon recommendation by the Dean of Engineering, Korea University (2026–Present)
Invited Mentor, 2026 Asia Pacific Internet Governance Academy (APIGA), hosted by ICANN and the Korea Internet & Security Agency (KISA)
WeTIE, Official Academic Club of Industrial and Management Engineering, Korea University — Head of Education & Planning, 17th Cohort; Session Leader, Data Science & AI Session (2026)
Organizing Committee Member, Academic Team, 2026 SNU–KU–Yonsei Industrial Engineering Academic Exchange
Invited Mentor, 2025 Roundsquare Prize Youth Food-Tech Competition
Participant (youngest), 2025 Asia Pacific Internet Governance Academy (APIGA)
Invited Mentor, 2025 Youth Scientific Expedition (MSIT & KOFAC)
Student Representative, JENESYS Korea–Japan Youth Delegation (5th Cohort), 2024
Student Representative, 2024 Youth Global Science Expedition (Western U.S.)
Supporter, 2024 Global ICT Standards Conference
Participant, 2023 Taiwan International Academic Delegation

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Public Lectures

Invited Speaker, Outstanding Performance Presentation — 2025 Science & Technology Talent Networking Party (Seoul)
Invited Speaker, 2021 Busan Education Expo – Shaping the Future (BEXCO, Busan)
Student Speaker, 2018 SW Education Festival – 100°C Youth Talk (BEXCO, Busan)

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Media

Guest interviewee, BeFM Busan Worldwide — “The Interview” (FM 90.5 / 103.3), Jan 2, 2025