Jian-Ming Zhang — accepted AI-conference papers

2026

A Multimodal EEG-Eye Movement Model for Automatic Depression Detection

Hao-Long Yin, Jian-Ming Zhang, Ren-Jie Dai, Wei-Long Zheng, Qinyu Lv, Zhenghui Yi +1

AAAI 2026technical

Depression is a prevalent mental health disorder characterized by persistent sadness and a diminished interest in daily activities, early detection of depression facilitates timely intervention, mitigating its adverse effects. Electroencephalography (EEG) signals and eye movements are emerging as pr

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2025

Multi-Scale Attention-Based Dense Spatial-Temporal Model for Emotion Induction in Response to Olfactory Stimuli

Jian-Ming Zhang, Wei-Bang Jiang, Wei-Long Zheng, Bao-Liang Lu

ICASSP 2025accepted

Affective Brain-Computer Interfaces (aBCIs) have attracted growing attention due to their potential for decoding human emotional states through electroencephalogram (EEG) signals. However, existing deep learning models often struggle to fully capture both the spatial and temporal dependencies in EEG…

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