most citedLUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation

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cs.CV2026

MSCGC-KAN: Multi-scale Causal Graph Convolution and KAN-inspired Analytic-basis Mapping for EEG Emotion Recognition

Haoliang Gong, Qingshan She, Jiale Xu +2

Electroencephalogram (EEG)-based emotion recognition is an important affective computing task, and recent EEG foundation models provide useful generic representations for downstrea…

cs.CV2026

Subject-Aware Multi-Granularity Alignment for Zero-Shot EEG-to-Image Retrieval

Lin Jiang, Qingshan She, Jiale Xu +3

Decoding visual content from electroencephalography (EEG) is important for understanding neural visual representations and developing non-invasive brain-computer interfaces. Existi…