Author

Zixing Zhang

2 papers indexed here

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Jul 2026

MSBraM: A Multi-scale Self-supervised Brain Foundation Model for Hierarchical EEG Dynamics Learning

Self-supervised foundation models have recently shown strong potential for electroencephalogram (EEG)-based analysis. However, existing approaches struggle to capture the inherently multi-scale temporal structure of EEG signals, where local neural patterns and long-range dependencies jointly encode task-relevant inform...

Tao Zhou, Jing Han, Lingyu Shu et al. · arXiv.org · 0 citations

Conference Open access Sep 2026

MindTracker: Unveiling Implicit Emotions in Long-Horizon Dialogues

Affective computing has achieved notable success in recognizing explicit emotions from short, isolated dialogue segments. However, human emotions are often implicitly expressed, internally regulated, and dynamically evolve over extended interactions. Existing models struggle to disentangle internal emotional states fro...

Zhi-Qiang Gao, Jing Han, Zhuo-Chu Wang et al. · Proceedings of the Thirty-Fi... · 0 citations