Zixuan Shangguan

PRA-Net: Part-and-Relation Attention Network for depression recognition from facial expression

Zhenyu Liu, Xiaoyan Yuan, Yutong Li et al. · Computers in Biology and Medicine · 2023 · 60 citations

Engineering, Machine Learning, Psychiatry +11

TAMFN: Time-Aware Attention Multimodal Fusion Network for Depression Detection

Li Zhou, Zhenyu Liu, Zixuan Shangguan et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 49 citations · Full text

Engineering, Machine Learning, Affective Neuroscience +23

Dual-Stream Multiple Instance Learning for Depression Detection With Facial Expression Videos

Zixuan Shangguan, Zhenyu Liu, Gang Li et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 28 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +20

CAIINET: Neural network based on contextual attention and information interaction mechanism for depression detection

Li Zhou, Zhenyu Liu, Xiaoyan Yuan et al. · Digital Signal Processing · 2023 · 22 citations

Neural Network, Affective Neuroscience, Depression Detection +17

A facial depression recognition method based on hybrid multi-head cross attention network

Yutong Li, Zhenyu Liu, Li Zhou et al. · Frontiers in Neuroscience · 2023 · 17 citations · Full text