@article{haltnavreactivevisualhaltingoverlightwei, title = {HaltNav: Reactive Visual Halting over Lightweight Topological Priors for Robust Vision-Language Navigation}, author = {Zihui Yu and Pingcong Li and Bichi Zhang and Sören Schwertfeger}, year = {2026}, eprint = {2603.12696}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.12696}, }