I am B.S. student at School of Electrical Engineering and Computer Science, GIST

Research Interest

• Big Data Analysis and Management

• Machine Learning and Deep Learning

Education

GIST B.S.

• in School of Electrical Engineering and Computer Science
• Minors in Mathematics, Economics and Business
• 2019 - present

Experience

Research Interns

• GIST
• Data Science LAB
• Supervisor: Sundong Kim
• 01 / 2023 - 12 / 2023

Publications

의사결정 트랜스포머를 사용한 추상화와 추론

(Abstraction and Reasoning Challenge with Decision Transformer)
Jaehyun Park, Jaegyun Im, Youngdo Lee, Donghyeon Shin, Sejin Kim, Sundong Kim
Korea Computer Congress (KCC), 2023.

Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer

Jaehyun Park, Jaegyun Im, Sanha Hwang, Mintaek Lim, Sabina Ualibekova, Sejin Kim, Sundong Kim
ICML Workshop on Interactive Learning with Implicit Human Feedback, 2023
[pdf]

추상화 및 추론 문제 해결을 위한 대조학습

(Using Contrastive Learning for Abstraction and Reasoning Task)
Gyojoon Gu, Woochang Sim, Jaegyun Im, Sejin Kim, Sundong Kim
Korea Software Congress (KSC), 2023.

Talks

Project

ML Study

• Study with the ISLP Book

PyTorch Study

• Implementing the GoogleNet, ResNet, DensNet and Vistion Transformers

Skills

Programming Language

• Python, PyTorch

Language

• Korean (Native)
• English
  • TOEIC 880/990
  • Aug 2019

Courses

Major

• Electrical Engineering
  • Engineering Electromagnetics 1 & 2, Electric Circuit
• Computer Science
  • Data Structure, Algorithms, Computer Systems, Signals and Systems, Automata, System Programming, Database Systems

Minor

• Mathematics
  • Single Variable Calculus, Multi Variable Calculus, Linear Algebra, Differential Equations, Probability and Statistics, Measure and Probability Theory, Complex Analysis, Graph Theory
• Economics and Business
  • Microeconomics, Macroeconomics, Management, Global Economy, Public Finance

Awards & Scholarship

• Government Sponsored Student
  • 2019 - present
• GIST Scholarship for Academic Achievement
  • Fall 2022
• GIST EECS 우수학사연구
  • 장려상

License

• Korean History Proficiency Test
  • Level 1
• Taekwondo
  • 4th-degree black belt

Militery Service

• Republic of Korea Army
  • Feb 2020 - Aug 2021