Author

Siyuan Kan

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Preprint Aug 2026

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

This work proposes Subject Coordinate Recovery (SCORE), a target label-free framework combining recovery-aware source training with coordinate alignment at deployment that brings brain-based visual decoding closer to robust, practical, low-latency deployment across users.

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

Preprint Aug 2026

Beyond Trial Averaging: Anchoring Neural and Visual Representations for Few-Repetition Brain-to-Image Retrieval

A neural-anchor-based retrieval framework that treats the high-repetition center as an anchor and approaches it from both sides: a denoiser pulls the noisy query toward the true anchor, and a small network predicts each candidate's pseudo anchor from its image and pulls the image toward it.

Zhenyao Cui, Siyuan Kan, Ding-Kun Liu et al. · 0 citations