Sehoon Oh
About Me
I am an M.S. student in the Department of Civil and Environmental Engineering at Yonsei University, advised by Prof. Joon Heo. I conduct research at the Spatial Computing for Sustainable Infrastructure Laboratory (SCSI Lab).
My research focuses on geospatial AI, remote sensing, urban computing, urban representation learning, and 3D geospatial modeling. I am particularly interested in learning spatial representations from remote sensing imagery, urban graphs, and 3D geospatial data.
I expect to complete my M.S. degree in August 2026.
Research Interests
- Geospatial AI and Remote Sensing: Deep learning and representation learning for geospatial and remote sensing data
- Urban Computing: Urban spatial analysis, mobility data analytics, and city-scale spatial modeling
- Representation Learning: Transformer-based models, graph neural networks, and self-supervised learning
- 3D Geospatial Modeling: Urban 3D modeling, point clouds, Scan-vs-BIM, and spatial infrastructure analysis
News
- [Jul. 2026] Will give an oral presentation at the XXV ISPRS Congress (ISPRS 2026, Toronto, Canada).
- [Apr. 2026] Received the Best Presentation Award at the 2026 KSGPC Annual Conference.
- [Nov. 2025] Our team placed Top 5 in the SIGSPATIAL GISCUP 2025 HuMob Challenge.
- [Nov. 2025] Attended ACM SIGSPATIAL 2025 (Minneapolis, USA).
- [Jun. 2025] Presented a poster at IAHR 2025 (Singapore).
- [Nov. 2024] Attended ACM SIGSPATIAL 2024 (Atlanta, USA).
- [Nov. 2023] Our team received the SIGSPATIAL GISCUP 2023 Travel Award (Top 5–8 Team).
- [Nov. 2023] Attended ACM SIGSPATIAL 2023 (Hamburg, Germany).
Publications
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SIGSPATIAL 2025
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 1226–1229, 2025 -
IAHR 2025Book of Extended Abstracts of the 41st IAHR World Congress, 3420–3422, 2025Page Published
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Journal
Journal of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography (JKSGPC), Vol. 43(6), 739–754, 2025 -
Journal
Joint Optimization of Location and Capacity for Spatial Equity of EV Charging Infrastructure in JejuJournal of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography (JKSGPC), Vol. 43(6), 845–857, 2025 -
Journal
Journal of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography (JKSGPC), Vol. 42(6), 551–559, 2024 -
Journal
Journal of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography (JKSGPC), Vol. 42(6), 561–573, 2024 -
i3CE 2023
Proceedings of the ASCE International Conference on Computing in Civil Engineering 2023, 516–524, 2024
Research Projects
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Graduate Researcher — Development of Continual Learning Framework for Construction Robots using 3D Spatial Data and BIM
Funding: Ministry of Science and ICT (MSIT) · Host: Yonsei University · Period: 2025–2028 -
Graduate Researcher — Advanced Monitoring and Safety Assessment Technology for River-Crossing Hydraulic Structures
Funding: Ministry of Environment (MOE) · Host: Yonsei University · Period: 2024–2025 -
Graduate Researcher — Spatial Knowledge Reasoning Engine Technology Development
Funding: Ministry of Land, Infrastructure and Transport (MOLIT) · Host: Seoul National University (consortium) · Period: 2022–2027 -
Graduate Researcher — Spatial Big Data Analysis for Urban, Health, and Education Resilience
Funding: MSIT · Host: Yonsei University · Period: 2021–2024 -
Graduate Researcher — Development of Smart Field Support System for Disaster Site Situation Management
Funding: Ministry of the Interior and Safety (MOIS) · Host: Konkuk University · Period: 2021–2025 -
Researcher — Study on the Utilization of Open Data and Satellite Imagery for Analyzing Global Movements of Raw Materials (Energy, Food)
Funding: Korea Aerospace Society · Host: Yonsei University · Period: Mar–Dec 2024 -
Member, Spatial Computing for Sustainable Infrastructure Lab (SCSI Lab), Yonsei University (2023–Present)
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