Pixel-to-Control: End-to-End Autonomous Driving via Spatio-Temporal BEV Architecture for Control Sequence Prediction. - Seongwoo Moon; Hyunki Seong; Jehun Kang; Hojin Ahn; David Hyunchul Shim (ITSC, 2025)

VLA-R: Vision-Language Action Retrieval toward Open-World End-to-End Autonomous Driving. - Hyunki Seong; Seongwoo Moon; Hojin Ahn; Jehun Kang; David Hyunchul Shim (CoRR, 2025)