2 papers
cs.AI2026
BridgeRouter: Gain-Aware Instance Routing over Cross-Modal Bridge Portfolios
Ruoxi Piao, Alicia Lu, Yunzhen Zhang +2
Lightweight representation bridges make pretrained, task-adapted EEG foundation models executable on other biosignal modalities without retraining their backbones. However, selecti…
cs.LG2026
EEG-AS: Instance-Level Foundation Model Selection for EEG Foundation Models via Behavior Reconstruction
Yunzhen Zhang, Ruoxi Piao, Hasan Onur Keles +2
Electroencephalography (EEG) is a non-invasive technique for measuring neural activity and has been widely used in neuroscience applications. Recent advances in EEG foundation mode…