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Ruo-Xi Piao

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#artificial intelligence Preprint Sep 2026

EEG-AS: Instance-Level Foundation Model Selection for EEG Foundation Models via Behavior Reconstruction

Experiments on seven public EEG benchmarks demonstrate that EEG-AS substantially narrows the gap between the Single Best Solver (SBS) and the oracle upper bound for each instance, highlighting the effectiveness of instance-level AS for adaptive deployment of EEG foundation models.

Yunziyu Zhang, Ruo-Xi Piao, Muhammad Ibrahim Ali Shah et al. · 0 citations