Resume

Mar 2025 — present

Ph.D in Artificial Intelligence

Yonsei University, Seoul, Korea
Advised by Prof. Seon Joo Kim (CIPLAB)

Mar 2014 — Feb 2021

B.S. in Mechanical Engineering

Yonsei University, Seoul, Korea

A User-Controllable Color Grading Pipeline for Long Videos

IPIU 2026

Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention

ICCV 2025 · arXiv

A Training-Free, Task-Agnostic Framework for Enhancing MLLM Performance on High-Resolution Images

CVPR 2025 Workshop · arXiv

PIP: Patch-Wise Iterative Prompting for High-Resolution GUI Grounding

IPIU 2025 Oral

Diffusion tensor and postcontrast T1-weighted imaging radiomics to differentiate the epidermal growth factor receptor mutation status of brain metastases from non-small cell lung cancer

Neuroradiology 2021 · paper

Oct 2022 — Dec 2024

AI Researcher · ActionPower (full-time)

Led AI Innovation Research & Prototyping. Worked on text refinement, 3D reconstruction, video inpainting, code-switching ASR, dataset construction, data filtering.

Sep 2021 — Aug 2022

ML Engineer · DeepBio (full-time)

Self-supervised learning, learning de-biased representation, class imbalance.

Dec 2020 — Aug 2021

CV Research Engineer · TmaxAI (full-time)

Data augmentation, data filtering, OCR.

Aug 2020 — Sep 2020

ML Engineer · SOTALabs (part-time)

Class imbalance, multi-label classification.

Aug 2020

AI RUSH Intern · NAVER CLOVA

Music recommendation, data filtering.