@article{foundationmodelguideddualbranchcoadaptat, title = {Foundation Model Guided Dual-Branch Co-Adaptation for Source-Free EEG Decoding}, author = {Peiliang Gong and Han Zhang and Zhen Jiang and Chenyu Liu and Ziyu Jia and Xinliang Zhou and Daoqiang Zhang and Xiaoli Li}, year = {2026}, eprint = {2605.00857}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.00857}, }