Seo-Young Lee

AI Engineer

Download CV (English) Download CV (Korean)

Education

M.S. Artificial Intelligence

GIST (Gwangju Institute of Science and Technology)

2023.08 – 2025.07 · GPA 4.20 / 4.50

Advisor: Prof. Kyung-Joong Kim

Thesis: Human-Like Procedural Level Generation via RL with Contrastive Language-State Embedding

B.S. Computer Science & Engineering

Dongguk University

2017.03 – 2023.02 · GPA 3.96 / 4.50 · Major GPA 4.25 / 4.50

[6]
Shared Representation for 3D Pose Estimation, Action Classification, and Progress Prediction from Tactile Signals
Isaac Han, Seoyoung Lee, Sangyeon Park, Ecehan Akan, Yiyue Luo, Jeffrey DelPreto, Kyung-Joong Kim
arXiv (2025) · Preprint
[5]
Multi-Objective Instruction-Aware Representation Learning in PCGRL
Sung-Hyun Kim, Geumhwan Hwang, In-Chang Baek, Seo-Young Lee, Kyung-Joong Kim
IEEE Conference on Games (CoG 2026) (2025) · Under Review
[4]
Human-Aligned Procedural Level Generation RL via Text-Level-Sketch Shared Representation
In-Chang Baek^*, Seo-Young Lee^*, Sung-Hyun Kim, Geumhwan Hwang, Kyung-Joong Kim
IEEE Transactions on Games (ToG) (2025) · Under Review
[3]
IPCGRL: Language-Instructed RL for Procedural Level Generation
In-Chang Baek, Sung-Hyun Kim, Seo-Young Lee, Dong-Hyeon Kim, Kyung-Joong Kim
IEEE Conference on Games (CoG 2025) (2025)
[2]
Automatic Curriculum Design for Zero-Shot Human-AI Coordination
Won-Sang You, Tae-Gwan Ha, Seo-Young Lee, Kyung-Joong Kim
IEEE Access (2025)
[1]
Smart Insole: Predicting 3D Human Pose from Foot Pressure
Isaac Han, Seoyoung Lee, Sangyeon Park, Ecehan Akan, Yiyue Luo, Kyung-Joong Kim
NeurIPS Workshop on Touch Processing: From Data to Knowledge (2024) (2024)

Languages

PythonC++

ML / DL

PyTorchJAXFlax

Tools

UnityGitDocker

NRF Research Grant (PI)

₩12,000,000 · Jul 2024 – Jun 2025

Instruction Agent Research based on Natural Language-Reward Function Embedding

Dongguk Excellence Scholarship

2022

Industrial Engineer Information Processing

National Technical Qualification · 2020.08