Hello
I am Griffin Seon Ho Lee. I am a M.S. student at KAIST AI, majoring in Artificial Intelligence. I am working as an AI graduate researcher at Computer Vision and Machine Learning Lab at KAIST, advised by Prof. Hyunjung Shim.
I am interested in research on AI especially in Computer vision and Computer Graphics. I hope to use AI to help people freely envision, realize, and share what they believe in.
Particularly, I am researching on the following topics:
1. 3D Generation
2. Multi-modal AI
CV
E-mail
Github
LinkedIn
Google Scholar
- Email: glanceyes (at) gmail (dot) com
News
Sep. 2024: Our PartCLIPSeg paper got accepted to NeurIPS 2024!
Sep. 2023: I got accepted to CVML Lab as a M.S. graduate student in KAIST AI.
Education
KAIST
- M.S. in Artificial Intelligence, Mar. 2024 ~ Feb. 2026 (Expected)
Sogang University
- B.S. in Computer Science and Engineering, Mar. 2017 ~ Feb. 2024 (Expected)
- GPA: 4.12 / 4.3 (Summa Cum Laude)
Sangsan High School
Publications
2024
PartCATSeg: Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation
- Jiho Choi*, Seonho Lee*, Seungho Lee, Minhyun Lee, Hyunjung Shim
- Keywords: Open-Vocabulary Part Segmentation
- Nov. 2024
Pre-print (Under Review), Codes
Scribble-Guided Diffusion for Training-free Text-to-Image Generation
- Seonho Lee*, Jiho Choi*, Seohyun Lim, Jiwook Kim, Hyunjung Shim
- Keywords: Conditional Image Generation
- Sep. 2024
Pre-print (Under Review), Codes
DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation
- Jiwook Kim*, Seonho Lee*, Jaeyo Shin, Jiho Choi, Hyunjung Shim
- Keywords: 3D Editing, Score Distillation
- Jul. 2024
Pre-print (Under Review), Project Page, Codes
PartCLIPSeg: Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
- Jiho Choi*, Seonho Lee*, Seungho Lee, Minhyun Lee, Hyunjung Shim
- Keywords: Open-Vocabulary Part Segmentation
- May. 2024
* indicates equal contribution.
Projects
SHrack: Mobile Web Service for Real-time Exercise Count Tracking
- Web-based real-time video streaming service for accurate exercise count detection
- Keywords: MobileNet, Contextual Prediction Module
RECJOON: Backjoon Online Judge Problem Solving Recommendation System
- Naver Boostcamp AI Tech 3rd, Team 14 (Mar. 2022 ~ Jun. 2022)
- Keywords: Recommendation System
KUVIS: Web-based Visual Programming Software with Deep Learning in Medicine
- Seonho Lee, Yoomin Kang, Advised by Prof. Wonki Jeong (Jul. 2022 ~ Aug. 2022)
- Keywords: Visual Programming, Parallel Computing for Deep Learning
- Prototype of VIENCE Pathoview
Honors and Awards
2nd Place on Open Vocabulary Part Segmentation Challenge at CVPR 2024
- 2nd Place Winnder both on Track 1 and 2
- 4th workshop on Open World Vision at CVPR 2024
Excellence Award in 2023 POSTECH OIBC Challenge
- 3rd Place (3/120) in AI Competition of Solar Power Generation Forecasting (Dec. 2023)
2022 ICPC Asia Korea Regional Contest
- 48th in Korea, 62nd in Preliminary
Korea National Science and Technology Scholarship
- Spring 2019, Fall 2022, Spring 2023, Fall 2023 (4 Semesters)
Dean’s List, Sogang University
- 1%: Spring 2018, Spring 2019, Fall 2022
- 5%: Fall 2018
Work Experience
Life Planning Lab
- Data Engineer (Dec. 2021 ~ Jan. 2022)
- Developed back-end platform and managed database
- Created a data preprocessor on AWS and built data pipeline for dashboard
Extra-Curricular Activities
Naver Boostcamp AI Tech 3rd
- Participated in courses and competitions hosted by Upstage
Technical Skills
Programming Languages
- Python, C/C++, JavaScript, HTML/CSS, SQL
Algorithm & Problem Solving
- Profile Links
Last updated: 17th, Jan. 2025