Conference papers

International Conference

• Beomjin Park, Simon Oh, Jinwon Yoon. (2026). Classifying Driving Scenarios for Robust Multi-Agent Motion Forecasting in Urban Areas. The 15th Asia-Pacific Conference on Transportation and the Environment (APTE 2026). (July 8-10, @Jeju, South Korea)

• Jinwon Yoon, Seungmin Oh, Kanghoon Lee, Kitae Jang. (2026). Trajectory Prediction for Autonomous Vehicle Path Planning using Spatio-Temporal Graph Neural Networks: Focusing on Lateral Movements. The 15th Asia-Pacific Conference on Transportation and the Environment (APTE 2026). (July 8-10, @Jeju, South Korea)

• Junsu Ahn, Juhee Bok, Young-Eun Song, Jinwon Yoon. (2026). A Deep Learning-Driven Framework for Vehicle Damage Segmentation and Repair Cost Prediction. The 15th Asia-Pacific Conference on Transportation and the Environment (APTE 2026). (July 8-10, @Jeju, South Korea).

• Joobin Jin, Jinwon Yoon, Byeongjoon Noh. (2026). Method of Multidimensional Analysis of Risky Driving Behaviors of Commercial Vehicles using Digital Tachograph Data. The 15th Asia-Pacific Conference on Transportation and the Environment (APTE 2026). (July 8-10, @Jeju, South Korea).

• Junsu Ahn, Juhee Bok, Young-Eun Song, Jinwon Yoon. (2026). An AI-based Framework for Vehicle Damage Segmentation and Automated Repair Cost Estimation. International Conference on Advanced Innovation Technology 2026 (AIT2026). (Jan 12-15, @Danang, Vietnam). (Best Paper Award)

Domestic Conference

• 엄새얀, 윤진원. (2025). 고도 자율주행을 위한 다면적 성능평가 체계 및 지표 조사 연구. 한국ITS학회 추계학술대회. (10/30-11/1, @제주)