Author name: Kuankuan Sima, Longbin Tang, Zhenyu Yang, Haozhe Ma, Lin Zhao

arXiv:2511.04320v2 Announce Type: replace
Abstract: Autonomous navigation in unknown environments requires multi-scale spatial understanding that captures geometric details, topological connectivity, and global structure to support high-level decision…