GIS-Based Analysis on Vulnerability of Ambulance Response Coverage to Traffic Condition: A Case Study of Seoul. - Jungwoo Cho; Yoonjin Yoon (ITSC, 2015)

Improving the Energy Saving Process with High-Resolution Data: A Case Study in a University Building. - Jeongyun Han; Eunjung Lee; Hyunghun Cho; Yoonjin Yoon; Hyoseop Lee; Wonjong Rhee (Sensors, 2018)

Evaluation on Diversity of Drivers' Cognitive Stress Response using EEG and ECG Signals during Real-Traffic Experiment with an Electric Vehicle. - Yuna Noh; Seyun Kim; Yoonjin Yoon (ITSC, 2019)

Unmanned Aerial Vehicle Impacts on Heat-Strengthened Glass. - Sang Eon Lee; Jae-Wook Jung; Youngjun Choi; Yoonjin Yoon; Jung-Wuk Hong (IEEE Access, 2019)

Incorporating Dynamicity of Transportation Network with Multi-Weight Traffic Graph Convolution for Traffic Forecasting. - Yu Yol Shin; Yoonjin Yoon (CoRR, 2019)

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)

Short-Term Traffic Prediction With Deep Neural Networks: A Survey. - Kyungeun Lee; Moonjung Eo; Euna Jung; Yoonjin Yoon; Wonjong Rhee (IEEE Access, 2021)

A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting. - Yu Yol Shin; Yoonjin Yoon (CoRR, 2021)

Risk Analysis of Unmanned Aerial System Operations in Urban Airspace Considering Spatiotemporal Population Dynamics. - Soohwan Oh; Yoonjin Yoon; Seyun Kim (ITSC, 2022)

Incorporating Dynamicity of Transportation Network With Multi-Weight Traffic Graph Convolutional Network for Traffic Forecasting. - Yu Yol Shin; Yoonjin Yoon (IEEE Trans. Intell. Transp. Syst., 2022)

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)

Performance Evaluation of Building Blocks of Spatial-Temporal Deep Learning Models for Traffic Forecasting. - Yuyol Shin; Yoonjin Yoon (IEEE Access, 2023)

Fill in the Gap: Two-Stage Prediction Modeling Framework for Understanding Human Biosensor Data. - Juneyoung Ro; Yoonjin Yoon (ICTC, 2024)

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)

PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting. - Yuyol Shin; Yoonjin Yoon (IEEE Trans. Intell. Transp. Syst., 2024)

Design, Field Evaluation, and Traffic Analysis of a Competitive Autonomous Driving Model in a Congested Environment. - Daegyu Lee; Hyunki Seong; Gyuree Kang; Seungil Han; David Hyunchul Shim; Yoonjin Yoon (IEEE Trans. Intell. Transp. Syst., 2024)

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

Integrating Urban Air Mobility with Highway Infrastructure: A Strategic Approach for Vertiport Location Selection in the Seoul Metropolitan Area. - Donghyun Yoon; Minwoo Jeong; Jinyong Lee; Seyun Kim; Yoonjin Yoon (CoRR, 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)