Tittle:
Automatic Depression Recognition with An Ensemble of Multimodal Spatio-Temporal Routing Features

Authors:
Yaowei Wang; Zulong Lin; Chengrong Yang; Yujue Zhou; Yun Yang

Publication Title:
IEEE Transactions on Affective Computing

Paper Download URL:
https://ieeexplore.ieee.org/document/10891723

Code Download URL:
https://github.com/Amcky/Multimodal-Depression

Tittle:
MLM-EOE: Automatic Depression Detection via Sentimental Annotation and Multi-Expert Ensemble

Authors:
Zulong Lin; Yaowei Wang; Yujue Zhou; Fei Du; Yun Yang

Publication Title:
IEEE Transactions on Affective Computing

Paper Download URL:
https://ieeexplore.ieee.org/document/11066266

Code Download URL:
https://github.com/ZulongLin/MLM-EOE

Tittle:
SIMMA: Multimodal Automatic Depression Detection via Spatiotemporal Ensemble and Cross-Modal Alignment

Authors:
Yaowei Wang; Zulong Lin; Yan Teng; Yuqi Cheng; Hongyan Jiang; Yun Yang

Publication Title:
IEEE Transactions on Computational Social Systems

Paper Download URL:
https://ieeexplore.ieee.org/document/10932863

Code Download URL:
https://github.com/Amcky/SIMMA

Tittle:
STE-Mamba: Automated Multimodal Depression Detection through Emotional Analysis and Spatio-Temporal Information Ensemble

Authors:
Zulong Lin; Yaowei Wang; Yujue Zhou; Fei Du; Yun Yang

Publication Title:
2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Paper Download URL:
https://ieeexplore.ieee.org/document/10889512

Code Download URL:
https://github.com/ZulongLin/STE-Mamba

Tittle:
FC-AEN: Fully Convolutional Adaptive Ensemble Network for Automatic Depression Detection

Authors:
Yaowei Wang, Zulong Lin, Yan Teng, Yuqi Cheng, Hongyan Jiang, Yun Yang

Publication Title:
IEEE Transactions on Computational Social Systems

Paper Download URL:
https://ieeexplore.ieee.org/abstract/document/11175195/

Code Download URL:
https://github.com/Amcky/FC-AEN