@article{bib:vlingnav, title={VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic Memory}, author={Wang, Shaoan and Luo, Yuanfei and Chen, Xingyu and Luo, Aocheng and Li, Dongyue and Liu, Chang and Chen, Sheng and Zhang, Yangang and Yu, Junzhi}, journal={arXiv preprint arXiv:2601.08665}, year={2026} }