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Neural Networks : the Official Journal of the International Neural Network Society|August 20, 2024
Emotion recognition using hierarchical spatial-temporal learning transformer from regional to global brainCheng Cheng, Wenzhe Liu, Lin Feng, et al.
Neural Networks : the Official Journal of the International Neural Network Society|January 18, 2024
A novel transformer autoencoder for multi-modal emotion recognition with incomplete dataCheng Cheng, Wenzhe Liu, Zhaoxin Fan, et al.
IEEE Journal of Biomedical and Health Informatics|April 23, 2026
MSDB-Mam: Dual-Branch Mamba Network With Multi-Scale Features for EEG-Based Depression DetectionCheng Cheng, Wenzhe Liu, Peiyang Li, et al.
IEEE Journal of Biomedical and Health Informatics|April 4, 2023
Multi-Domain Encoding of Spatiotemporal Dynamics in EEG for Emotion RecognitionCheng Cheng, Yong Zhang, Luyao Liu, et al.
Neural Networks : the Official Journal of the International Neural Network Society|June 11, 2026
MS-STGAN: A dual-branch multi-scale spatio-temporal generative adversarial framework for incomplete EEG-based emotion recognitionCheng Cheng, Jingjing Zhang, Yikang Cheng, et al.
Neural Networks : the Official Journal of the International Neural Network Society|April 3, 2026
MBDA: A modality-balanced framework with data augmentation and alignment for multimodal emotion recognitionCheng Cheng, Ruisi Shang, Zixu Wang, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 13, 2023
Hybrid Network Using Dynamic Graph Convolution and Temporal Self-Attention for EEG-Based Emotion RecognitionCheng Cheng, Zikang Yu, Yong Zhang, et al.
IEEE Journal of Biomedical and Health Informatics|August 15, 2022
EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention MechanismLin Feng, Cheng Cheng, Mingyan Zhao, et al.
Frontiers in Endocrinology|March 27, 2026
Systematic review of ocular and circulatory cytokines linking diabetic retinopathy to kidney diseaseYuyan Tang, Zhen Li, Ziyu Jia
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