About
Hello! I am an incoming Research Scientist at the Superintelligence Lab, LG AI Research. Prior to that, I received my M.S. from KAIST AI, where I was advised by Prof. Kijung Shin at the Data Mining Lab, and my B.S. in Applied Statistics and Computer Science from Yonsei University.
My research interests lie in Information Retrieval, especially in Multimodal Retrieval, Structured Retrieval and Agentic Search. I am also interested in Multimodal Learning, particularly Vision-Language Models (VLMs) and Omni-modal Models.
Publications
C = conference · W = workshop · P = preprint
- 2026
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C6
Juyeon Kim, Geon Lee, Dongwon Choi, Taeuk Kim, Kijung Shin
ACL 2026 Findings
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C5
Kyungho Kim*, Yeonje Choi*, Gyurim Hwang, Sejin Chung, Hongseok Lee, Myeong Ho Song, Yeongho Kim, Sunwoo Kim, Jongha Lee, Juyeon Kim, Kijung Shin
ACL 2026 Industry Track (Oral)Preliminary version at W2.
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W2
Context-Aware Criteria Generation with VLMs for Advertisement Ranking under Data Scarcity
Kyungho Kim, Yeonje Choi, Gyurim Hwang, Sejin Chung, Hongseok Lee, Myeong Ho Song, Yeongho Kim, Sunwoo Kim, Jongha Lee, Juyeon Kim, Kijung Shin
ICLR 2026 DATA-FM Workshop
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C4
ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents
Kyungho Kim, Geon Lee, Juyeon Kim, Dongwon Choi, Shinhwan Kang, Kijung Shin
WWW 2026 Short
- 2025
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C3
RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases
Dongwon Choi, Sunwoo Kim, Juyeon Kim, Kyungho Kim, Geon Lee, Shinhwan Kang, Myunghwan Kim, Kijung Shin
NeurIPS 2025 Datasets & Benchmarks
- C2
- 2024
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C1
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback
Fatemeh Pesaran zadeh, Juyeon Kim, Jin-Hwa Kim, Gunhee Kim
EMNLP 2024 Main (Oral)
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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 R2-FM Workshop
Education
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Korea Advanced Institute of Science and Technology (KAIST)
M.S. in Artificial IntelligenceSep. 2024 – Present
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Yonsei University
B.S. in Applied Statistics & Computer ScienceMar. 2020 – Aug. 2024
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University of California, Los Angeles (UCLA)
UCEAP Exchange Student, Computer ScienceJan. 2023 – Jun. 2023
Work Experience
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LG AI Research
Research Intern @ Superintelligence LabMar. 2026 – Jul. 2026
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LinqAlpha
Research Intern (Advisor: Prof. Jy-yong Sohn)Sep. 2023 – Feb. 2024
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LG H&H
Data Scientist InternJul. 2022 – Aug. 2022
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GenON
DX Strategy Research AssistantMay 2022 – Jun. 2022
Extracurricular Activities
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GDGoC (Google Developer Groups on Campus)
ML/AI Part Leader (Core)Aug. 2023 – Jun. 2024
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YAI (Yonsei Artificial Intelligence)
Research Member, Industry-Academia Cooperation OfficerJul. 2021 – Jan. 2024