Seungho Shin
Currently, I am a research intern and an incoming Ph.D. student at the Machine Learning and Intelligence Lab (MLILAB) at KAIST. Before joining KAIST, I received my Master’s degree from the Visual Artificial Intelligence Lab (VAILAB) at Kyung Hee University in 2025, advised by Prof. Jung Uk Kim. I also worked with Prof. Gyeong-Moon Park through collaborative research. I received my B.S. in Software Convergence from Kyung Hee University in 2024.
My work aims to address key challenges in multimodal learning and data-centric AI. Specifically, I focus on building user-friendly and real-world applicable multimodal systems.
If you are interested in my research or collaboration, feel free to reach out :)
News
🎉 Admitted to the Ph.D. program at KAIST, joining MLILAB!
🎉 Received my M.S. degree from Kyung Hee University!
🎉 One paper accepted to IEEE TMM.
🎉 One paper accepted to AAAI 2025.
Publications
*Equal contribution †Corresponding author
International Conference
International Journal
SSMPD: Semi-Supervised Learning for Multispectral Pedestrian Detection
IEEE Transactions on Multimedia, Vol. 28, pp. 1806–1819, 2026 (IF 9.7, JCR Top 2.7%)
Preprint
Education
Kyung Hee University | M.S. in Artificial Intelligence
Visual Artificial Intelligence Lab (VAILAB), advised by Prof. Jung Uk Kim
Kyung Hee University | B.S. in Software Convergence
Honors & Awards
KHUGGLE 2023 (AI Factory, Kyung Hee University, IITP), 10-Shot Image Generation — 3rd place
Teaching
Teaching Assistant
- Software Engineering (Spring 2025)
- Web/Python Programming (Fall 2024)
- Artificial Intelligence and Ethics (Spring 2024)
Academic Services
Conference Reviewer
- NeurIPS 2026
Journal Reviewer
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)