Xiuyun Liu

EpiTwin: Spatiotemporal Graph Transformers for Epileptic sEEG Signal Reconstruction

Stereotactic electroencephalography (sEEG) provides temporally precise intracranial recordings but is inherently constrained by sparse and irregular spatial sampling due to clinical limitations on electrode implantation. Signal reconstruction under this setting aims to infer neural activity at unmon…