Cheng Cheng

EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism

Lin Feng, Cheng Cheng, Mingyan Zhao et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 134 citations

Engineering, Neural Recoding, Affective Neuroscience +18

Hybrid Network Using Dynamic Graph Convolution and Temporal Self-Attention for EEG-Based Emotion Recognition

Cheng Cheng, Zikang Yu, Yong Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 41 citations

Engineering, Affective Neuroscience, Network Analysis +22

A novel transformer autoencoder for multi-modal emotion recognition with incomplete data

Cheng Cheng, Wenzhe Liu, Zhaoxin Fan et al. · Neural Networks · 2024 · 40 citations

Multi-modal Emotion Recognition, Affective Computing, Novel Transformer Autoencoder +6

Emotion recognition using hierarchical spatial–temporal learning transformer from regional to global brain

Cheng Cheng, Wenzhe Liu, Lin Feng et al. · Neural Networks · 2024 · 31 citations

Multi-Domain Encoding of Spatiotemporal Dynamics in EEG for Emotion Recognition

Cheng Cheng, Yong Zhang, Luyao Liu et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 23 citations