2 papers
cs.LG2025
Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection
Changzeng Fu, Shiwen Zhao, Yunze Zhang +3
Depression represents a global mental health challenge requiring efficient and reliable automated detection methods. Current Transformer- or Graph Neural Networks (GNNs)-based mult…
cs.AI2025
The First MPDD Challenge: Multimodal Personality-aware Depression Detection
Changzeng Fu, Zelin Fu, Qi Zhang +14
Depression is a widespread mental health issue affecting diverse age groups, with notable prevalence among college students and the elderly. However, existing datasets and detectio…