Minkyeong Jeon
Minkyeong Jeon
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I am a M.S. student at KAIST AI advised by Seungryong Kim. My primary research interests lie in 3D/4D reconstruction/understanding and its synergy with language modalities. I am also interested in addressing ethical challenges, particularly hate speech, through multimodal approaches.
Education
Education
Korea Advanced Institute of Science & Technology (KAIST AI)
Korea Advanced Institute of Science & Technology (KAIST AI)
M.S./Ph.D. Integrated Student in Artificial intelligence
Korea University
B.S. in Computer Science & Engineering
B.S. in Biology
Korea University
B.S. in Computer Science & Engineering
B.S. in Biology
University of Texas at Austin
Computer Science (Exchange Student)
University of Texas at Austin
Computer Science (Exchange Student)
Mar. 2026 - Present
Seoul, South Korea
Mar. 2021 - Feb. 2026
Seoul, South Korea
Aug. 2024 - Mar. 2025
Texas, U.S.A.
KIAT-IIE STEM Exchange Student
Publication
Publication
Learning Global Motion with Compact Gaussians for Feed-Forward 4D Reconstruction [Paper] [Project Page]
Mungyeom Kim*, Minkyeong Jeon*, Honggyu An*, Jaewoo Jung, Hyunah Ko, Jisang Han, Hyeonseo Yu, Donghwan Shin, Sunghwan Hong,
Takuya Narihira,Kazumi Fukuda, Yuki Mitsufuji, Seungryong Kim
Arxiv (Under Review) , 2026
Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering [Paper] [Project Page]
Jaewoo Jung, Hyeonseo Yu, Honggyu An, Jisang Han, Mungyeom Kim, Minkyeong Jeon, Heeseong Shin,
WonJun Moon, Federico Tombari, Daniel Barath, Marc Pollefeys, Seungryong Kim, Sunghwan Hong
NeurIPS, 2026
Transferability Between Understanding and Generation in Unified Multimodal Models [Paper] [Project Page]
Jiwon Kang*, Heeji Yoon*, Jaewoo Jung, Jaewon Min, Minkyeong Jeon, Biyeon Hwang, Sangwon Jung, Seungryong Kim
ECCV, 2026
Learning Compact 3D Representations with 2K Gaussians [Paper] [Project Page]
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly OfAfensive Language in Korean [Paper] [Project Page]
Minkyeong Jeon*, Hyemin Jeong*, Yerang Kim, Jiyoung Kim, JaeHyeon Cho and Byung-Jun Lee
ACL, 2025 [Student Volunteer]
Patent
Patent
Method for Detoxifying Implicitly Offensive Language in Korean using LLMs (Patent under review)
Projects
Projects
Projects from competitions, AI organization, and undergraudate coursework
DPO-based Korean Language Detoxification with Context-Appropriate Emojis
Mar. 2024– Jun. 2024
Synthesized a 38k triplet paired hate speech dataset (toxic/purified/purified & emojis 😊 sentences)
Trained a Large Language model based of RLAIF for language detoxification
Di-foot-sion Project
Jan. 2024 – Feb. 2024 Github
Human pose generation using ControlNet, Image outpainting using Stable Diffusion
Autonomous Grocery Cart
Sep. 2023 – Feb. 2024 Github
Autonomous cart to support to assist individuals using wheelchairs and families with children at mart.
RGB camera, ultrasonic sensors, motor control for obstacle detection and navigation
AIKU 2024 Summer Project Competition
🏆 2nd Place
Received $1,500 funding from the 2024 Youth Job Experience Program (Mirae Naeil Initiative), supported by the Ministry of Employment and Labor, Republic of Korea.
AIKU 2024 Winter Project Competition
🏆 1st Place
HandS 2024 Makerthon
🏆 1st Place
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