2 papers
cs.RO2026
DH-VLM: Dual-Horizon Cooperative Latent Reasoning for Autonomous Driving
Ziyi Song, Chen Xia, Hang Yu +2
Large-scale language models for autonomous driving enable enhanced global understanding and long-horizon planning. However, when deployed in isolated vehicles, limited sensing rang…
cs.RO2025
UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Driving
Ziyi Song, Chen Xia, Chenbing Wang +3
Autonomous driving holds transformative potential but remains fundamentally constrained by the limited perception and isolated decision-making with standalone intelligence. While r…