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Tian Luo

3 accepted papers

2025

FAPEX: Fractional Amplitude-Phase Expressor for Robust Cross-Subject Seizure Prediction

NeurIPS 2025spotlight

Precise, generalizable subject-agnostic seizure prediction (SASP) remains a fundamental challenge due to the intrinsic complexity and significant spectral variability of electrophysiologial signals across individuals and recording modalities. We propose \model{FAPEX}, a novel architecture that intro…

Cited by 0SourceScholar
2023

ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges

AAAI 2023technical

Patient-independent detection of epileptic activities based on visual spectral representation of continuous EEG (cEEG) has been widely used for diagnosing epilepsy. However, precise detection remains a considerable challenge due to subtle variabilities across subjects, channels and time points. Thus…