LVLM-MPC Collaboration for Autonomous Driving: A Safety-Aware and Task-Scalable Control Architecture. - Kazuki Atsuta; Kohei Honda 002; Hiroyuki Okuda; Tatsuya Suzuki 001 (CoRR, 2025)