COVID-19 Mobility Data Collection of Seoul, South Korea. - Jungwoo Cho; Soohwan Oh; Seyun Kim; Namwoo Kim; Yu Yol Shin; Haechan Cho; Yoonjin Yoon (CoRR, 2020)

Running the COVID-19 marathon: the behavioral adaptations in mobility and facemask over 27 weeks of pandemic in Seoul, South Korea. - Jungwoo Cho; Yu Yol Shin; Seyun Kim; Namwoo Kim; Soohwan Oh; Haechan Cho; Yoonjin Yoon (CoRR, 2020)

Regionalization for urban air mobility application with analyses of 3D urban space and geodemography in San Francisco and New York. - Namwoo Kim; Yoonjin Yoon (ANT/EDI40, 2021)

Representation learning of urban regions via mobility-signature-based zone embedding: a case study of Seoul, South Korea. - Namwoo Kim; Yoonjin Yoon (LocalRec@SIGSPATIAL, 2021)

Detecting socioeconomic changes of Chicago regions between 2013 and 2020 using urban region representation learning. - Hyeyeong Lee; Namwoo Kim; Seyun Kim; Yoonjin Yoon (ANT/EDI40, 2023)

Multi-modal Based Region Representation Learning Considering Mobility Data in Seoul. - Gwanghwan Seong; Namwoo Kim; Seyun Kim; Yoonjin Yoon (ANT/EDI40, 2023)

A Heterogeneous Attention Network Model for Longitudinal Analysis of Socioeconomic and Racial Inequalities in Urban Regions: Evidence from Chicago, IL. - Namwoo Kim; Hyeyeong Lee; Yoonjin Yoon (SIGSPATIAL/GIS, 2023)

Understanding Urban Economic Status through GNN-based Urban Representation Learning Using Mobility Data. - Yuyol Shin; Gwanghwan Seong; Namwoo Kim; Seyun Kim; Yoonjin Yoon (UrbanAI@SIGSPATIAL, 2023)

Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks. - Yuyol Shin; Namwoo Kim; Hyeyeong Lee; Soh Young In; Mark Hansen; Yoonjin Yoon (Eng. Appl. Artif. Intell., 2024)

Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT). - Namwoo Kim; Yoonjin Yoon (IEEE Access, 2025)

MobiCLR: Mobility Time Series Contrastive Learning for Urban Region Representations. - Namwoo Kim; Takahiro Yabe; Chanyoung Park; Yoonjin Yoon (CoRR, 2025)

TopoCL: Topological Contrastive Learning for Time Series. - Namwoo Kim; Hyungryul Baik; Yoonjin Yoon (CoRR, 2025)