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
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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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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15316 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Distinct neural correlates of active listening and passive listening to emotional narratives
Hung, R. J., Wang, P. Y., Low, I., Chen, Y. S. & Chen, L. F., Oct 2025, In: Cognitive Systems Research. 93, 101394.Research output: Contribution to journal › Article › peer-review
Open Access -
Changes in Spontaneous Alpha - Gamma Coupling in Primary Dysmenorrhea
Lee, P., Low, I., Chen, Y. S., Tu, C. H., Chao, H. T., Hsieh, J. C. & Chen, L. F., 2024, Proceedings - 2024 International Computer Symposium, ICS 2024. Institute of Electrical and Electronics Engineers Inc., p. 168-173 6 p. (Proceedings - 2024 International Computer Symposium, ICS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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