Juyeon Kim
M.S. Student, KAIST AI
juyeonkim [AT] kaist.ac.kr
About
Hello! I am an M.S. student at KAIST AI, where I'm advised by Prof. Kijung Shin at Data Mining Lab. Prior to that, I received my B.S. in Applied Statistics and Computer Science from Yonsei University. My research interests lie in Multimodal Learning, especially in Multimodal Graphs, Large Language Models (LLMs) with Graphs and Vision-Language Models (VLMs).
Publications
[C2] KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
Juyeon Kim, Geon Lee, Taeuk Kim, Kijung ShinSIGIR 2025 (Short)
[C1] Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback
Fatemeh Pesaran zadeh, Juyeon Kim, Jin-Hwa Kim, Gunhee Kim
EMNLP 2024 (Oral Presentation)
[W1] Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM Responses
Juyeon Kim, Jeongeun Lee*, Yoonho Chang*, Chanyeol Choi, Junseong Kim, Jy-yong Sohn
ICLR 2024 (Workshop on Reliable and Responsible Foundation Models)
Education
Korea Advanced Institute of Science and Technology (KAIST)
Sep.2024 - Aug.2026 (expected)
M.S. in Artificial Intelligence
Yonsei University
Mar.2020 - Aug.2024
B.S. in Applied Statistics & Computer Science
University of California, Los Angeles (UCLA)
Jan.2023 - Jun.2023
UCEAP Exchange Student, Computer Science
Research Experience
LinqAlpha
Sep.2023 - Feb.2024
Research Intern (Advisor: Prof. Jy-yong Sohn)
Vision & Learning Lab @ SNU
Dec.2023 - Jun.2024
Research Intern (Advisor: Prof. Gunhee Kim)
Data Mining Lab @ KAIST AI
Jul.2023 - Nov.2023
Research Intern (Advisor: Prof. Kijung Shin)
Machine Learning Lab @ Yonsei Univ.
Sep.2022 - Dec.2022
Research Intern (Advisor: Prof. Kibok Lee)
Work Experience
LG H&H
Jul.2022 - Aug.2022
Data Scientist Intern
MINDs n company
May.2022 - Jun.2022
DX Strategy Research Assistant
Extracurricular Activities
GDGoC (Google Developer Groups on Campus)
Aug.2023 - Jun.2024
ML/AI Part Leader (Core)
YAI (Yonsei Association for Artificial Intelligence)
Jul.2021 - Jan.2024
Research Member, Industry-Academia Cooperation Officer