@article{pfednavistructureawarepersonalizedfedera, title = {pFedNavi: Structure-Aware Personalized Federated Vision-Language Navigation for Embodied AI}, author = {Qingqian Yang and Hao Wang and Sai Qian Zhang and Jian Li and Yang Hua and Miao Pan and Tao Song and Zhengwei Qi and Haibing Guan}, year = {2026}, eprint = {2602.14401}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.14401}, }