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Hao-Long Yin

3 accepted papers

2026

A Multimodal EEG-Eye Movement Model for Automatic Depression Detection

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

Double Domain Converter Transformer For Improving EEG-Based Emotion Recognition from Video to Game Scenarios

ICASSP 2025accepted

Emotion recognition (ER) plays an important role in the field of modern technology and human-computer interaction. Traditional emotion recognition approaches usually utilize videos as stimuli. However, watching video lacks interaction. Recently, more and more game-related stimuli have been used. To…

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2025

STAR: A Spatial-Temporal Autoencoder for EEG Restoration in Emotion Recognition

ICASSP 2025accepted

Research in emotion recognition using electroencephalography (EEG) has advanced rapidly, and affective EEG-based Brain-computer Interface (aBCI) technology is increasingly moving from lab research to real-world application. Nevertheless, EEG signals are inherently delicate and prone to noise and art…

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