Author

Zi-Wei Wang

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Preprint Aug 2026

SCORE: Subject Coordinate Recovery for Label-Free Cross-Subject EEG-to-Image Retrieval

Accurate visual decoding can reveal how the brain represents visual information and recover perceived content from neural signals such as electroencephalography (EEG), with potential for neural communication. However, current EEG-to-image retrieval methods perform far below their within-subject counterparts for new use...

Zhenyao Cui, Siyuan Kan, Siyang Li et al. · 1 citation

#artificial intelligence Preprint Sep 2026

RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection

RAMamba-Net is proposed, a reliability-aware Mamba-based multimodal fusion network for AAD that effectively exploits complementary EEG-EOG information, yielding accuracy gains over unimodal baselines, and is robust to signal perturbation and parameter variation.

Xing-Yi He, Zi-Wei Wang, Dongrui Wu · 0 citations

#artificial intelligence Preprint Sep 2026

Exploring Diffusion Transformers for Cross-Modal Augmentation in Multimodal Brain State Decoding

CoMA-DiT is proposed, a bidirectional cross-modal Diffusion Transformer for latent augmentation that treats paired modalities as sources of mutual generative supervision rather than merely as inputs to be fused.

Zi-Wei Wang, Xing-Yi He, Hong-Bin Wang et al. · 0 citations