MindDriver: Introducing Progressive Multimodal Reasoning for Autonomous Driving. - Lingjun Zhang; Yujian Yuan; Changjie Wu; Xinyuan Chang; Xin Cai; Shuang Zeng; Linzhe Shi; Sijin Wang; Hang Zhang; Mu Xu (CoRR, 2026)

DeepSight: Long-Horizon World Modeling via Latent States Prediction for End-to-End Autonomous Driving. - Lingjun Zhang; Changjie Wu; Linzhe Shi; Jiangyang Li; Jiaxin Liu; Lei Yang; Hang Zhang; Mu Xu; Hong Wang (CoRR, 2026)

ProSR: Process-Shaped Spatial Reasoning for Reliable Chain-of-Thought in VLMs. - Jiangyang Li; Cong Wan; Changjie Wu; Songlin Dong; Lingjun Zhang; Linzhe Shi; Xu Wang; Zhiheng Ma; Hang Zhang; Mu Xu; Yihong Gong (CoRR, 2026)