Guang-Peng Zhang

A multimodal EEG-based psychological risk representation method using spatiotemporal graph attention and adaptive gated fusion

A cross-modal temporal representation method that integrates spatiotemporal graph attention with an adaptive gating mechanism that significantly improves the accuracy and robustness of risk prediction on the AMIGOS dataset, effectively overcoming the subjective interference of questionnaire-based assessments.