Donghyuk Kwak

SafeDrive: Fine-Grained Safety Reasoning for End-to-End Driving in a Sparse World

The end-to-end (E2E) paradigm, which maps sensor inputs directly to driving decisions, has recently attracted significant attention due to its unified modeling capability and scalability. However, ensuring safety in this unified framework remains one of the most critical challenges. In this work, we