个人简历:
11/11~ Present, Full Professor
State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
07/04~ 10/11, Associate Professor
Key Lab of Complexity Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences
04/02~ 06/04, Assistant Prof.
Key Lab of Complexity Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences
04/97~ 03/99, Associate Lecturer
Dalian Maritime University, Dalian, Liaoning
研究领域:
Medical Image Processing and Analysis, Computational Brain Imaging, Pattern Recognition and Artificial Intelligence, Computer Vision and Computer Graphics, Brain Computer Interface, Complex Network Analysis
代表性论文:
1. Changde Du, Changying Du, Lijie Huang, Haibao Huang, Huiguang He*, Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations, 2020, Inpress.
2. Z Chen, TB Xu, C Du, CL Liu, H He*, Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks, IEEE Transactions on Neural Networks and Learning Systems, 2020, Inpress.
4. Jinpeng Li; Shuang Qiu; Yuan-Yuan Shen; Cheng-Lin Liu; Huiguang He*; Multisource transfer learning for cross-subject eeg emotion recognition, IEEE Transactions on Cybernetics, 2019, 50.
5. Fang, Longwei; Zhang, Lichi; Nie, Dong; Cao, Xiaohuan; Rekik, Islem; Lee, Seong Whan; He, Huiguang*; Shen, Dinggang*; Automatic brain labeling via multi-atlas guided fully convolutional networks, Medical Image Analysis, 2019, 51: 157-168.
6. Li, Dan; Du, Changde; He, Huiguang*; Semi-supervised cross-modal image generation with generative adversarial networks , Pattern Recognition, 2020, 100: 0-107085.
7. L Fang, Z Wang, Z Chen, F Jian, S Li, H He* 3D shape reconstruction of lumbar vertebra from two X-ray images and a CT model, IEEE/CAA Journal of Automatica Sinica.
8. J Li, Z Zhang, H He*, Hierarchical convolutional neural networks for EEG-based emotion recognition, Cognitive Computation, 10(2): 368-380.
9. H Wen, Y Liu, I Rekik, S Wang, Z Chen, J Zhang, Y Zhang, Y Peng*, H He*, Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children, Pattern Recognition, 63, 601-611.
10. H Wen, Y Liu, J Wang, I Rekik, J Zhang, Y Zhang, H Tian, Y Peng*, H He*, Combining tract‐and atlas‐based analysis reveals microstructural abnormalities in early Tourette syndrome children, Human brain mapping, 37(5), 1903-1919.