Jonghoon Lee
Jonghoon Lee

Jonghoon Lee

M.S. & Ph.D. Student at KAIST AI

About

I am a first year M.S. & Ph.D. student at Algorithmic Intelligence Laboratory (ALIN Lab), advised by Prof. Jinwoo Shin at Korea Advanced Institute of Science and Technology (KAIST). I received my B.S. degree in Computer Science and Engineering from Korea University in 2026.

My research goal is to develop a general intelligence that can reason and interact with humans in the physical world. Recently, I am more focused on robotics, especially improving their understanding of the real world through 3D/4D vision and video models. During my undergraduate studies, I have also closely collaborated with Prof. Joongheon Kim on topics regarding LLM-based education and tutoring systems.

Research Interests

Computer Vision for Robotics 3D & 4D Vision Vision-Language Models Large Language Models

News

Publications

* denotes equal contribution

FORGE3D: Faithful Observation-Grounded 3D Mesh Generation via Latent Forcing
Jonghoon Lee, Seong Hyeon Park, Byungwoo Jeon, Doosan Baek, Jinil Kim, Jinwoo Shin
Under Review, 2026
Learning the 4D World through Point Trajectory Forecasting
Byungwoo Jeon*, Sunghwan Hong*, Dohyeon Kim, Jonghoon Lee, Jungwoo Park, Inhee Lee, Doosan Baek, Jinil Kim, Taehyun Lim, Hanbyul Joo, Marc Pollefeys, Saining Xie, Jinwoo Shin
Under Review, 2026
Pose6DAug: Physically Plausible Multi-View Object Swapping for Robot Data Augmentation
Jonghoon Lee*, Seong Hyeon Park*, Byungwoo Jeon, Minha Lee, Jinwoo Shin
NeurIPS 2026
Paper Project
Efficient LLM Collaboration via Planning
Byongchan Lee*, Jonghoon Lee*, Dongyoung Kim, Kyungjun Park, Dongjun Lee, Jaehyung Kim, Jinwoo Shin
TMLR 2026
Paper
Let LLM Tutors Ask First: Proactive LLM-Based Tutoring at Scale in a 1,500-Student Online Classroom
Jonghoon Lee*, Geonjae Yoon*, Seongmin Lee, Chaemoon Lim, Joongheon Kim, Chuck Yoo
ACL 2026 Industry Track
ACL Anthology
LLM-based Interactive Coding Education via Predictive Query Management and Student-Centered Fine-Tuning: Design and Implementation with 1500-Student Class Data
Geonjae Yoon*, Jonghoon Lee*, Joongheon Kim, Chuck Yoo
ACM CIKM 2025
Paper

Education

M.S.–Ph.D. in Artificial Intelligence
Korea Advanced Institute of Science and Technology (KAIST)
Advisor: Prof. Jinwoo Shin
Mar 2026 – Present
B.S. in Computer Science and Engineering
Korea University
Mar 2022 – Feb 2026

Experience

Undergraduate Researcher
Algorithmic Intelligence Laboratory (ALIN Lab), KAIST
Jan 2025 – Feb 2026
Industrial Project Collaborator
Korea University
Oct 2024 – Sep 2025

Projects

KAI: Korea University's AI Lecture Assistant
Korea University & KT
Oct 2024 – Sep 2025

Awards

© 2026 Jonghoon Lee