Namwoo Kim

15 papers Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT).
IEEE Access
Namwoo Kim, Yoonjin Yoon
2025 J jnl
How Well Do Vision-Language Models Understand Cities? A Comparative Study on Spatial Reasoning from Street-View Images.
CoRR
Juneyoung Ro, Namwoo Kim, Yoonjin Yoon
2025 — conf
How Well do Vision-Language Models Understand Cities? A Comparative Study on Spatial Reasoning from Street-View Images.
ICCVW
Juneyoung Ro, Namwoo Kim, Yoonjin Yoon
2025 J jnl
MobiCLR: Mobility Time Series Contrastive Learning for Urban Region Representations.
CoRR
Namwoo Kim, Takahiro Yabe, Chanyoung Park, Yoonjin Yoon
2025 J jnl
TopoCL: Topological Contrastive Learning for Time Series.
CoRR
Namwoo Kim, Hyungryul Baik, Yoonjin Yoon
2024 J jnl
Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks.
Eng. Appl. Artif. Intell.
Yuyol Shin, Namwoo Kim, Hyeyeong Lee, Soh Young In, Mark Hansen, Yoonjin Yoon
2023 — conf
A Heterogeneous Attention Network Model for Longitudinal Analysis of Socioeconomic and Racial Inequalities in Urban Regions: Evidence from Chicago, IL.
SIGSPATIAL/GIS
Namwoo Kim, Hyeyeong Lee, Yoonjin Yoon
2023 — conf
Detecting socioeconomic changes of Chicago regions between 2013 and 2020 using urban region representation learning.
ANT/EDI40
Hyeyeong Lee, Namwoo Kim, Seyun Kim, Yoonjin Yoon
2023 — conf
Multi-modal Based Region Representation Learning Considering Mobility Data in Seoul.
ANT/EDI40
Gwanghwan Seong, Namwoo Kim, Seyun Kim, Yoonjin Yoon
2023 — conf
Understanding Urban Economic Status through GNN-based Urban Representation Learning Using Mobility Data.
UrbanAI@SIGSPATIAL
Yuyol Shin, Gwanghwan Seong, Namwoo Kim, Seyun Kim, Yoonjin Yoon
2022 J jnl
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT).
CoRR
Namwoo Kim, Yoonjin Yoon
2021 — conf
Regionalization for urban air mobility application with analyses of 3D urban space and geodemography in San Francisco and New York.
ANT/EDI40
Namwoo Kim, Yoonjin Yoon
2021 — conf
Representation learning of urban regions via mobility-signature-based zone embedding: a case study of Seoul, South Korea.
LocalRec@SIGSPATIAL
Namwoo Kim, Yoonjin Yoon
2020 J jnl
COVID-19 Mobility Data Collection of Seoul, South Korea.
CoRR
Jungwoo Cho, Soohwan Oh, Seyun Kim, Namwoo Kim, Yu Yol Shin, Haechan Cho, Yoonjin Yoon
2020 J jnl
Running the COVID-19 marathon: the behavioral adaptations in mobility and facemask over 27 weeks of pandemic in Seoul, South Korea.
CoRR
Jungwoo Cho, Yu Yol Shin, Seyun Kim, Namwoo Kim, Soohwan Oh, Haechan Cho, Yoonjin Yoon