Min Namgung
University of Minnesota. Minneapolis, MN, USA
Kenneth H. Keller Hall,
200 Union St SE,
Minneapolis, MN 55455
I am a Ph.D. student in Computer Science at the University of Minnesota (UMN) and I am a member of Knowledge Computing lab advised by prof. Yao-Yi Chiang. My research focuses on building spatial artificial intelligence and constructing deep learning models on large sets of real-world spatial data.
Currently, I am working on multimodal region representation learning to understand the relationship between environment (e.g., using satellite imagery or geometry data) and humans. I am also interested in forecasting fine-grained data by constructing a deep learning-based model to explore spatiotemporal dependencies.
Previously, I received a B.S. and M.S. degree in Computer Sciecne & Engineering department from the Purdue University Fort Wayne, advised by prof. Jin Soung Yoo. Also, I was a member of Business Intelligence and Information Management Lab advised by prof. Adolfo Coronado.
news
| Oct 11, 2025 | Our paper, CareWELL: Multimodal Region Representation Learning with Spatial Contexts for Urban Health, was accepted to UrbanAI workshop @ SIGSPATIAL' 2025!✨ |
|---|---|
| Oct 3, 2025 | I will present my poster at the 25th KOCSEA Technical Symposium! |
| Sep 1, 2025 | Our paper, Capturing Shared and Unique Information in Multimodal Region Representations for Urban Mobility Prediction, was accepted to UMFM workshop @ SIGSPATIAL' 2025!✨ |
| Aug 8, 2025 | Our paper, Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning, was accepted to SIGSPATIAL' 2025 as a full paper!✨ |
| May 2, 2025 | I officially passed Ph.D. qualification exam. I'm now a Ph.D. candidate!🎊 |
| April 2, 2025 | I will be a returning research intern at Computational Urban Science Group @ Oak ridge National Lab✨ |