Kechen Hou

According to our database, Kechen Hou authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SMA-EL:A Minimal 1-Cycle Construction Algorithm With Simplicial Maps Annotation and Edge Loss for Emotional Brain Networks Analysis.

Kechen Hou, Yuhan Shi, Xiaowei Zhang, Guangyuan Gao, Kaiwen Hu, Jian Shen, Zhongfeng Kang, Weihao Zheng, Bin Hu

IEEE Trans. Affect. Comput., 2026

Emotion recognition using multimodal physiological signals through regional to global fusion with a spatial-temporal semantic alignment mechanism.

Jian Shen, Huajian Liang, Ruirui Ma, Yihong Xu, Kexin Zhu, Haoran Gao, Kechen Hou, Yanan Zhang, Xiaowei Zhang, Bin Hu

Inf. Fusion, 2026

FDDGNet: An information bottleneck-inspired feature disentanglement network for cross-subject EEG-based emotion recognition.

Yikun Yang, Lifei Duan, Kechen Hou, Zhongfeng Kang, Xiaowei Zhang, Bin Hu

Neurocomputing, 2026

2025

MF$^{2}$-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition.

Jian Shen, Jinwen Wu, Yanan Zhang, Kexin Zhu, Kang Wang, Wenbo Hu, Kechen Hou, Kun Qian, Xiaowei Zhang, Bin Hu

IEEE Trans. Fuzzy Syst., September, 2025

2024

Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism.

Kechen Hou, Xiaowei Zhang, Yikun Yang, Qiqi Zhao, Wenjie Yuan, Zhongyi Zhou, Sipo Zhang, Chen Li, Jian Shen, Bin Hu

IEEE Trans. Cybern., May, 2024

Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition.

Xiaowei Zhang, Zhongyi Zhou, Qiqi Zhao, Kechen Hou, Xiangyu Wei, Sipo Zhang, Yikun Yang, Yanmeng Cui

IEEE Trans. Comput. Soc. Syst., April, 2024

2023

STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition.

Rui Li, Chao Ren, Sipo Zhang, Yikun Yang, Qiqi Zhao, Kechen Hou, Wenjie Yuan, Xiaowei Zhang, Bin Hu

Health Inf. Sci. Syst., December, 2023

2021

Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine.

Xiaowei Zhang, Jinyong Liu, Jian Shen, Shaojie Li, Kechen Hou, Bin Hu, Jin Gao, Tong Zhang, Bin Hu

IEEE Trans. Cybern., 2021

Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography.

Nan Zhao, Dawei Lu, Kechen Hou, Meifei Chen, Xiangyu Wei, Xiaowei Zhang, Bin Hu

Entropy, 2021

2020

EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism.

Xiaowei Zhang, Junlei Li, Kechen Hou, Bin Hu, Jian Shen, Jing Pan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020