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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Collaborations and top research areas from the last five years
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Projects
- 24 Finished
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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
Chen, Y.-S. (PI)
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
Chen, Y.-S. (PI)
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
Chen, Y.-S. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Teaching Practice Research Program
Chen, Y.-S. (PI)
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
Chen, Y.-S. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Boundary-precise semi-supervised medical image segmentation via prototypical mutual learning and cyclic task consistency
Lin, Y. C., Chen, L. F. & Chen, Y. S., Feb 2026, In: Digital Signal Processing: A Review Journal. 169, 105756.Research output: Contribution to journal › Article › peer-review
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Music Genre Classification Using Orthogonal Feature Fusion and Orthogonal Projection Loss
Chang, P. C., Chen, Y. S. & Lee, C. H., 2026, Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 20th IIHMSP 2024 in Conjunction with the 19th ISME 2024. Watada, J., Kountcheva, R., Shieh, C.-S., Chu, S.-C. & Tseng, S.-P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 11-21 11 p. (Smart Innovation, Systems and Technologies; vol. 119 SIST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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US3Net: Ultralightweight Self-Supervised Stereo Matching Network using Depth-Aware Geometric Soft Occlusion
Jen, P. C., Liu, T. C., Fang, I. S., Wen, H. C., Hsu, C. L., Chen, P. Y., Lee, C. H. & Chen, Y. S., Jun 2026, In: International Journal of Computer Vision. 134, 6, 286.Research output: Contribution to journal › Article › peer-review
Open Access -
Weighted Stratification in Multi-label Contrastive Learning for Long-Tailed Medical Image Classification
Lin, Y. C. & Chen, Y. S., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 677-687 11 p. (Lecture Notes in Computer Science; vol. 15972 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Best of Both Sides: Integration of Absolute and Relative Depth Sensing Modalities Based on iToF and RGB Cameras
Fang, I. S., Chiu, W. C. & Chen, Y. S., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 463-479 17 p. (Lecture Notes in Computer Science; vol. 15316 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
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Best Annual Paper Award, Journal Of Medical And Biological Engineering
Chen, Y.-S. (Recipient), 2008
Prize: Honorary award
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Enginnering Paper Award, Chinese Institute Of Engineers, Chinese Institute of Engineers
Chen, Y.-S. (Recipient), 2009
Prize: Honorary award
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Excellent Instructors, National Chiao Tung University
Chen, Y.-S. (Recipient), 2016
Prize: Honorary award
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Excellent Instructors, National Chiao Tung University
Chen, Y.-S. (Recipient), 2012
Prize: Honorary award
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