Name:
Title:
Affiliation:
Office:
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Homepage:
Jacky Chung-Hao Wu (吳崇豪)
Assistant Research Fellow
Biomedical Artificial Intelligence Academy, Kaohsiung Medical University
Room IR636, International Academic Research Building,
No. 100, Shiquan 1st Rd., Sanmin Dist., Kaohsiung 807378, Taiwan
+886-7-3121101 ext. 2085 # 32
Affiliation:
Office:
Tel:
E-mail:
Institute of Statistics, National Yang Ming Chiao Tung University
Room 426, Assembling Building 1, No. 1001, Daxue Rd., East Dist.,
Hsinchu 300093, Taiwan
+886-3-5712121 ext. 56824
chwu@nycu.edu.tw (invalid anymore)
PhD, Institute of Electronics, National Chiao Tung University, Taiwan, 2011/09 – 2020/12.
B.S., Electrical Engineering and Computer Science Undergraduate Honors Program, National Chiao Tung University, Taiwan, 2005/09 – 2009/06.
Machine Learning
Artificial Intelligence
Optimization
Image Analysis
Biomedical and Industrial Applications
Assistant Research Fellow, Biomedical Artificial Intelligence Academy, Kaohsiung Medical University, Taiwan, 2025/08 – Now.
Technical Consultant, Fu Hsun Fiber Industries Co., Ltd., Taiwan, 2023/01 – Now.
FabGoalie – Smart Fabric Goalie, the 28th Taipei Innovative Textile Application Show (TITAS 2024), October 15 – 17, 2024. (YouTube)
Postdoctoral Research Fellow, Biomedical Artificial Intelligence Academy, Kaohsiung Medical University, Taiwan, 2024/12 – 2025/07.
Postdoctoral Research Fellow, Office of Research and Development, Kaohsiung Medical University, Taiwan, 2024/10 – 2024/11.
Postdoctoral Research Fellow, Institute of Statistics, National Yang Ming Chiao Tung University, Taiwan, 2021/12 – 2024/09.
Research Visits to UCLA, UC Berkeley, and Stanford University, 2024/07 – 2024/08.
Invited Speaker, The 33rd South Taiwan Statistics Conference, National Sun Yat-sen University, Kaohsiung, Taiwan, June 27 – 28, 2024.
Invited Speaker, 2023 International Conference for Statistics and Data Science, Academia Sinica, Taipei, Taiwan, July 12 – 13, 2023.
Invited Speaker, The 32nd South Taiwan Statistics Conference, National Dong Hwa University, Hualien, Taiwan, June 29 – 30, 2023.
Technical Consultant, Ansforce Inc., Taiwan, 2019.
Intern, Computational Intelligence Technology Center, Industrial Technology Research Institute, Taiwan, 2015/11 – 2017/01.
ISO/IEC MPEG Delegate, 2010 – 2013
To join the standardization activity of High Efficiency Video Coding.
To join the standardization activity of Compact Descriptors for Visual Search.
Teaching Assistant, Machine Learning (IOC5191), NCTU, Spring 2017.
Instructor, Topical Mathematical Modeling and Computing (II) (IAM5806), NCTU, Mar. – Apr. 2014.
Topic: Introduction to Machine Learning
Teaching Assistant, Machine Learning (IEE5725), NCTU, Spring 2014.
Teaching Assistant, Adaptive Signal Processing (ILE5017), NCTU, Spring 2012.
Teaching Assistant, Introduction to Digital Signal Processing (DCP1186), NCTU, Fall 2011.
Teaching Assistant, Linear Algebra (DCP2354), NCTU, Fall 2010.
Teaching Assistant, Stochastic Processes (IOC5127), NCTU, Fall 2009, Fall 2012.
Note: NCTU stands for National Chiao Tung University, which was merged as National Yang Ming Chiao Tung University (NYCU) in 2021/02.
Jesus Christ Scholarship, TITC Taiwan Imaging Tek Corp., 2017 – 2020.
Two-year PhD scholarship, Institute of Electronics, National Chiao Tung University, Taiwan, 2011 – 2013.
Honorary Member of the Phi Tau Phi Scholastic Honor Society of the Republic of China, 2011, 2021.
Academic Achievement Award, Institute of Electronics, National Chiao Tung University, Taiwan, 2010.
Academic Achievement Award, Electrical Engineering and Computer Science (EECS) Undergraduate Honors Program, National Chiao Tung University, Taiwan, 2008.
Hsinchu Du Cheng Huang Temple Fellowship, 2007.
Calculus Contest Award, National Chiao Tung University, Taiwan, 2006.
Entrance Scholarship, National Chiao Tung University, Taiwan, 2005.
Journal Articles
**Joint first authorship
C.-H. Wu, H. H.-S. Lu, and H.-M. Hang, "Budgeted Passive-Aggressive Learning for Online Multiclass Classification," IEEE Access, vol. 8, pp. 227420-227437, 2020. [Reference Link][Article][Appendix]
J. C.-H. Wu**, H.-W. Yu**, T.-H. Tsai**, and H. H.-S. Lu, "Dynamically Synthetic Images for Federated Learning of medical images," Computer Methods and Programs in Biomedicine, vol. 242, Article No. 107845, 2023. [Reference Link][Article]
W.-W. Chen, L. Kuo, Y.-X. Lin, W.-C. Yu, C.-C. Tseng, Y.-J. Lin, C.-C. Huang, S.-L. Chang, J. C.-H. Wu, C.-K. Chen, C.-Y. Weng, S. Chan, W.-W. Lin, Y.-C. Hsieh, M.-C. Lin, Y.-C. Fu, T. Chen, S.-A. Chen, and H. H.-S. Lu, "A Deep Learning Approach to Classify Fabry Cardiomyopathy from Hypertrophic Cardiomyopathy Using Cine Imaging on Cardiac Magnetic Resonance," International Journal of Biomedical Imaging, vol. 2024, Article ID 6114826, 9 pages, 2024. [Reference Link][Article]
C.-Y. Lin, J. C.-H. Wu, Y.-M. Kuan, Y.-C. Liu, P.-Y. Chang, J.-P. Chen, H. H.-S. Lu, and O. K.-S. Lee, "Precision Identification of Locally Advanced Rectal Cancer in Denoised CT Scans Using EfficientNet and Voting System Algorithms," Bioengineering, vol. 11, no. 4, Article No. 399, 2024. [Reference Link][Article][Supplement]
J. C.-H. Wu**, N.-C. Liao**, T.-H. Yang, C.-C. Hsieh, J.-A. Huang, Y.-W. Pai, Y.-J. Huang, C.-L. Wu, and H. H.-S. Lu, “Deep-learning-based Automated Anomaly Detection of EEGs in Intensive Care Units,” Bioengineering, vol. 11, no. 5, Article No. 421, 2024. [Reference Link][Article]
J. C.-H. Wu, Y.-S. Lin, H. H.-S. Lu, and H.-M. Hang, “Online Linearized Confidence-Weighted Learning on a Budget,” Advanced Intelligent Systems, Article No. 2400345, 2024. [Reference Link][Article]
W.-W. Chen, C.-M. Liu, C.-C. Tseng, C.-C. Huang, I.-C. Wu, P.-F. Chen, S.-L. Chang, Y.-J. Lin, L.-W. Lo, F.-P. Chung, T.-F. Chao, T.-C. Tuan, J.-N. Liao, C.-Y. Lin, T.-Y. Chang, L. Kuo, C.-I. Wu, S.-H. Liu, J. C.-H. Wu, Y.-F. Hu, S.-A. Chen, and H. H.-S. Lu “Identifying the Presence of Atrial Fibrillation During Sinus Rhythm Using a Dual-input Mixed Neural Network with ECG Coloring Technology,” BMC Medical Research Methodology, vol. 24, Article No. 318, 2024. [Reference Link][Article]
T.-Y. Su**, J. C.-H. Wu**, W.-C. Chiu, T.-J. Chen, W.-L. Lo, and H. H.-S. Lu, “Automatic classification of temporomandibular joint disorders by magnetic resonance imaging and convolutional neural networks,” Journal of Dental Sciences, vol. 20, no. 1, pp. 393-401, 2025. [Reference Link][Article]
J. C.-H. Wu, T.-C. Chien, C.-C. Chang, H.-I. Chang, H.-J. Tsai, M.-Y. Lan, and H. H.-S. Lu, “Learning-based Progression Detection of Alzheimer’s Disease Using 3D MRI Images,” International Journal of Intelligent Systems, vol. 2025, Article ID 3981977, 18 pages, 2025. [Reference Link][Article]
Conference Papers
Y.-C. Tseng, C.-H. Wu, Y.-W. Chen, T.-W. Wang, and W.-H. Peng, "On the Analysis and Design of Motion Sampling Structure for Advanced Motion-Compensated Prediction," in Proc. 2010 17th IEEE International Conference on Image Processing (ICIP 2010), Hong Kong, China, September 2010. [Reference Link][Paper]
C.-L. Lee, C.-C. Chen, Y.-W. Chen, M.-H. Wu, C.-H. Wu, and W.-H. Peng, "Bi-prediction Combining Template and Block Motion Compensations," in Proc. 2011 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belguim, September 2011. [Reference Link][Paper]
C.-H. Wu, Y.-C. Tseng, and W.-H. Peng, "Analytical Mode-Dependent Rate and Distortion Models for H.264/SVC Coarse Grain Scalability," in Proc. 2012 IEEE International Symposium on Circuits and Systems (ISCAS 2012), Seoul, Korea, May 2012. [Reference Link][Paper]
C.-H. Wu, W.-C. His, H. H.-S. Lu, and H.-M. Hang, “Online Multiclass Passive-Aggressive Learning on a Fixed Budget,” in Proc. 2017 IEEE International Symposium on Circuits and Systems (ISCAS 2017), Baltimore, MD, USA, May 2017. [Reference Link][Paper]
Y.-S. Lin, C.-H. Wu, and H. H.-S. Lu “Budgeted Algorithm for Linearized Confidence-Weighted Learning,” in Proc. 2019 3rd International Conference on Cloud and Big Data Computing (ICCBDC 2019), Oxford, UK, August 2019. [Reference Link][Paper]
W.-C. His, C.-H. Wu, and H. H.-S. Lu, “Online Learning for Network Traffic Data Classification,” in Proc. 2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2021), Penghu, Taiwan, September 2021. [Reference Link][Paper]
Standard Contributions
Y.-W. Chen, T.-W. Wang, C.-H. Chan, C.-L. Lee, C.-H. Wu, Y.-C. Tseng, W.-H. Peng, C.-J. Tsai, and H.-M. Hang, "Description of video coding technology proposal by NCTU," ITU-T SG16 WP3 and ISO/IEC JTC1/SC29/WG11 1st meeting, JCTVC-A123, Dresden, DE, April 2010. [Document]
Y.-W. Chen, C.-H. Wu, C.-L. Lee, T.-W. Wang, and W.-H. Peng, "MB Mode with Joint Application of Template and Block Motion Compensations," ITU-T SG16 WP3 and ISO/IEC JTC1/SC29/WG11 2nd meeting, JCTVC-B072, Geneva, CH, July 2010. [Document]
C.-L. Lee, C.-C. Chen, Y.-W. Chen, M.-H. Wu, C.-H. Wu, W.-H. Peng, and H.-M. Hang, "Bi-prediction Combining Template and Block Motion Compensations," ITU-T SG16 WP3 and ISO/IEC JTC1/SC29/WG11 4th meeting, JCTVC-D175, Daegu, KR, January 2011. [Document]
Prof. Henry Horng-Shing Lu (盧鴻興教授): https://misg.stat.nycu.edu.tw/
Prof. Lu's Lab: https://lulab.stat.nycu.edu.tw/
Medical Images-Stat. Group (MISG): https://misg.stat.nycu.edu.tw/index.html