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Qianying Huang

2 accepted papers

2025

Mental-Perceiver: Audio-Textual Multi-Modal Learning for Estimating Mental Disorders

AAAI 2025technical

Mental disorders, such as anxiety and depression, have become a global concern that affects people of all ages. Early detection and treatment are crucial to mitigate the negative effects these disorders can have on daily life. Although AI-based detection methods show promise, progress is hindered by…

2022

Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis

ICLR 2022poster

Automated seizure detection and classification from electroencephalography (EEG) can greatly improve seizure diagnosis and treatment. However, several modeling challenges remain unaddressed in prior automated seizure detection and classification studies: (1) representing non-Euclidean data structure…