Projects per year
Personal profile
Research Interests
Functional Brain Mapping, Brain Signal Processing, Computer Vision
Experience
1. Chairman, Electrical Engineering and Computer Science Undergraduate Honors Program, National Chiao Tung University, Sep. 2017 –
2. Professor, Dept. Computer Science, National Chiao Tung University, Aug. 2017 -
3. Fulbright Visiting Scholar, Swartz Center for Computational Neuroscience, UCSD, Aug. 2013 - Jul. 2014.
4. Deputy Director of Electrical Engineering and Computer Science Undergraduate Honors Program, National Chiao Tung University, Aug. 2011- Jul. 2013.
5. Associate Professor, Dept. Computer Science, National Chiao Tung University, Aug. 2010 – Jul. 2017.
6. Deputy Director of Computer Vision Research Center, National Chiao Tung University, May 2005 -
7. Assistant Professor, Dept. Computer Science, National Chiao Tung University, Feb. 2003 - Jul. 2010.
8. Postdoc, Integrated Brain Research Laboratory, Taipei Veterans General Hospital, Mar. 2002 - Jan. 2003.
9. Adjunct Instructor, Department of Economics, National Taiwan University, Sep. 2001 - Jan. 2003.
10. Postdoc, Institute of Information Science, Academia Sinica, Jun. 2001 - Feb. 2002.
11. Research Assistant, Institute of Information Science, Academia Sinica, Oct. 1995 - Jun. 2001.
Education/Academic qualification
PhD, Computer Science and Information Engineering, National Taiwan University
External positions
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情緒對話腦波實驗之多模態情緒辨識與大腦網路動態分析技術開發
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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111年度教學實踐研究計畫區域基地
1/01/22 → 31/12/22
Project: Government Ministry › Ministry of Education(Include School)
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Reconstruction of Image and Audio Stimuli from Brain Responses
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Teaching Practice Research Program
1/08/20 → 31/01/22
Project: Government Ministry › Ministry of Education(Include School)
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Reconstruction of Image and Audio Stimuli from Brain Responses
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Deep Learning-Based Automatic Detection of ASPECTS in Acute Ischemic Stroke: Improving Stroke Assessment on CT Scans
Chiang, P. L., Lin, S. Y., Chen, M. H., Chen, Y. S., Wang, C. K., Wu, M. C., Huang, Y. T., Lee, M. Y., Chen, Y. S. & Lin, W. C., Sep 2022, In: Journal of Clinical Medicine. 11, 17, 5159.Research output: Contribution to journal › Article › peer-review
Open Access -
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency
Chang, P. C., Tien, Y. Y., Chen, C. L., Chen, L. F., Chen, Y. S. & Chan, H. L., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MEG-based Classification and Grad-CAM Visualization for Major Depressive and Bipolar Disorders with Semi-CNN
Huang, C. C., Low, I., Kao, C. H., Yu, C. Y., Su, T. P., Hsieh, J. C., Chen, Y. S. & Chen, L. F., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1823-1826 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Mixed Stage Partial Network and Background Data Augmentation for Surveillance Object Detection
Chen, P. Y., Hsieh, J. W., Gochoo, M. & Chen, Y. S., 1 Dec 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 12, p. 23533-23547 15 p.Research output: Contribution to journal › Article › peer-review
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Occlusion Resistant Network for 3D Face Reconstruction
Tiwari, H., Kurmi, V. K., Venkatesh, K. S. & Chen, Y. S., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. Institute of Electrical and Electronics Engineers Inc., p. 297-306 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations
Prizes
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Best Annual Paper Award, Journal Of Medical And Biological Engineering
Chen, Yong-Sheng (Recipient), 2008
Prize: Honorary award
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Enginnering Paper Award, Chinese Institute Of Engineers, Chinese Institute of Engineers
Chen, Yong-Sheng (Recipient), 2009
Prize: Honorary award
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Excellent Instructors, National Chiao Tung University
Chen, Yong-Sheng (Recipient), 2016
Prize: Honorary award
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Excellent Instructors, National Chiao Tung University
Chen, Yong-Sheng (Recipient), 2012
Prize: Honorary award
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