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Jielu Yan

2 accepted papers

2025

A Dynamic Learning Strategy for Dempster-Shafer Theory with Applications in Classification and Enhancement

NeurIPS 2025poster

Effective modelling of uncertain information is crucial for quantifying uncertainty. Dempster–Shafer evidence (DSE) theory is a widely recognized approach for handling uncertain information. However, current methods often neglect the inherent a priori information within data during modelling, and im…

Cited by 0SourceScholar
2025

EEG Decoding and Visual Reconstruction via 3D Geometric with Nonstationarity Modelling

ICASSP 2025accepted

Electroencephalogram (EEG) signal processing has advanced in revealing the mechanisms of human visual perception, but existing methods often overlook two key EEG properties: (1) 3D geometric relationships between EEG electrodes, which reflects the ability to model the brain in stereoscopic terms; an…

Cited by 0SourceScholar