Yoonjin Yoon - RankMe

34 papers Journal 22Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AgentSUMO: An Agentic Framework for Interactive Simulation Scenario Generation in SUMO via Large Language Models. CoRR Minwoo Jeong, Jeeyun Chang, Yoonjin Yoon
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`	Integrating Urban Air Mobility with Highway Infrastructure: A Strategic Approach for Vertiport Location Selection in the Seoul Metropolitan Area. CoRR Donghyun Yoon, Minwoo Jeong, Jinyong Lee, Seyun 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	—	`conf`	Speak to Simulate: An LLM-Guided Agentic Framework for Traffic Simulation in SUMO. GeoSim@SIGSPATIAL Minwoo Jeong, Jeeyun Chang, 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
2024	J	`jnl`	Design, Field Evaluation, and Traffic Analysis of a Competitive Autonomous Driving Model in a Congested Environment. IEEE Trans. Intell. Transp. Syst. Daegyu Lee, Hyunki Seong, Gyuree Kang, Seungil Han, David Hyunchul Shim, Yoonjin Yoon
2024	—	`conf`	Fill in the Gap: Two-Stage Prediction Modeling Framework for Understanding Human Biosensor Data. ICTC Juneyoung Ro, Yoonjin Yoon
2024	J	`jnl`	PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. Yuyol Shin, 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	J	`jnl`	Performance Evaluation of Building Blocks of Spatial-Temporal Deep Learning Models for Traffic Forecasting. IEEE Access Yuyol Shin, 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`	Design, Field Evaluation, and Traffic Analysis of a Competitive Autonomous Driving Model in the a Congested Environment. CoRR Daegyu Lee, Hyunki Seong, Seungil Han, Gyuree Kang, David Hyunchul Shim, Yoonjin Yoon
2022	J	`jnl`	Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT). CoRR Namwoo Kim, Yoonjin Yoon
2022	J	`jnl`	Incorporating Dynamicity of Transportation Network With Multi-Weight Traffic Graph Convolutional Network for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. Yu Yol Shin, Yoonjin Yoon
2022	J	`jnl`	PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting. CoRR Yu Yol Shin, Yoonjin Yoon
2022	—	`conf`	Risk Analysis of Unmanned Aerial System Operations in Urban Airspace Considering Spatiotemporal Population Dynamics. ITSC Soohwan Oh, Yoonjin Yoon, Seyun Kim
2021	J	`jnl`	A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting. CoRR Yu Yol Shin, 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
2021	J	`jnl`	Short-Term Traffic Prediction With Deep Neural Networks: A Survey. IEEE Access Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee
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
2020	J	`jnl`	Short-term Traffic Prediction with Deep Neural Networks: A Survey. CoRR Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee
2019	—	`conf`	Evaluation on Diversity of Drivers' Cognitive Stress Response using EEG and ECG Signals during Real-Traffic Experiment with an Electric Vehicle. ITSC Yuna Noh, Seyun Kim, Yoonjin Yoon
2019	J	`jnl`	Incorporating Dynamicity of Transportation Network with Multi-Weight Traffic Graph Convolution for Traffic Forecasting. CoRR Yu Yol Shin, Yoonjin Yoon
2019	J	`jnl`	Unmanned Aerial Vehicle Impacts on Heat-Strengthened Glass. IEEE Access Sang Eon Lee, Jae-Wook Jung, Youngjun Choi, Yoonjin Yoon, Jung-Wuk Hong
2018	J	`jnl`	Improving the Energy Saving Process with High-Resolution Data: A Case Study in a University Building. Sensors Jeongyun Han, Eunjung Lee, Hyunghun Cho, Yoonjin Yoon, Hyoseop Lee, Wonjong Rhee
2015	—	`conf`	GIS-Based Analysis on Vulnerability of Ambulance Response Coverage to Traffic Condition: A Case Study of Seoul. ITSC Jungwoo Cho, Yoonjin Yoon