@ARTICLE{11701538, author={Xu, Jiaxing and Ma, Jingying and Lin, Xin and Liu, Yuxiao and He, Kai and Lin, Qika and Ke, Yiping and Li, Yang and Shen, Dinggang and Feng, Mengling}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, title={Toward a Multi-View Brain Network Foundation Model: Cross-View Consistency Learning across Arbitrary Atlases}, year={2026}, volume={}, number={}, pages={1-18}, keywords={Modeling;Brain;Foundation models;Learning (artificial intelligence);Distance measurement;Head;Neuroimaging;Aging;Educational institutions;Training;Brain Network;fMRI;Foundation Model;Graph Neural Network;Neurological Disorder}, doi={10.1109/TPAMI.2026.3736359}}