Projects per year
Personal profile
Research Interests
Machine Learning, Deep Learning, Nature Language Processing, Computer Vision
Experience
1997/8~2012/7 Professor, Department of Computer Science and Information Engineering, National Cheng Kung University
1998/7~1998/9 Visiting Research Fellow, Speech Technology Laboratory, USA Panasonic Technologies, Inc.
2002/7~2002/9 Visiting Research Fellow, Furui Lab, Tokyo Institute of Technology
2006/7~2007/2 Visiting Professor, Electrical Engineering , Georgia Institute of Technology
2008/7~2008/8 Visiting Research Fellow, Speech Group, Microsoft Research Asia
2010/1~2010/7 Visiting Research Fellow, Speech Recognition Group, IBM T. J. Watson Research Center
2012/8~current Professor, Department of Electrial and Computer Engineering, National Chiao Tung University
2013/8~current Adjunctive Professor, Department of Computer Science, National Chiao Tung University
2015/8~2017/1 Vice Dean, College of Electrial and Computer Engineering, National Chiao Tung University
2017/10~2019/9 Chairman, Board of Directors, The Association for Computational Linguistics and Chinese Language Processing
2019/8~current Principal Investigator, Higher Education SPROUT Project, National Chiao Tung University
2015/5~current Chair Professor, National Chiao Tung University
Education/Academic qualification
PhD, Computer Science, National Tsing Hua University
External positions
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 26 Finished
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Data Efficiency for Deep Reinforcement Learning
Chien, J.-T. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Deep Latent Disentanglement for Domain Mapping and Learning
Chien, J.-T. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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對話系統之資料表示與學習(2/2)
Chien, J.-T. (PI)
1/11/22 → 31/10/23
Project: Government Ministry › Other Government Ministry Institute
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Data Efficiency for Deep Reinforcement Learning
Chien, J.-T. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Deep Latent Disentanglement for Domain Mapping and Learning
Chien, J.-T. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Advancements in Clinical Evaluation and Regulatory Frameworks for AI-Driven Software as a Medical Device (SaMD)
Yang, S. R., Chien, J. T. & Lee, C. Y., 2025, In: IEEE Open Journal of Engineering in Medicine and Biology. 6, p. 147-151 5 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
CGDD: Contrastive Gaussian-Dirac Diffusion Model
Chen, C. C., Lin, H. Y. & Chien, J. T., 2025, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
Hyperspectral signature-band extraction and adaptation for sugar content prediction on Ziziphus mauritiana and Syzygium samarangense
Yan, Y. J., Chien, J. T., Hong, Z. Y., Lee, W. L., Chiou, K. D., Huang, C. C. & Ou-Yang, M., Aug 2025, In: Smart Agricultural Technology. 11, 101009.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Adversarial Augmentation and Adaptation for Speech Recognition
Chien, J. T. & Sun, W. Y., 2024, APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024. Institute of Electrical and Electronics Engineers Inc., (APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ASYMMETRIC CLEAN SEGMENTS-GUIDED SELF-SUPERVISED LEARNING FOR ROBUST SPEAKER VERIFICATION
Gan, C. X., Mak, M. W., Lin, W. & Chien, J. T., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 11081-11085 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations
Prizes
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Distinguished Research Fellow, National Science and Technology Council
Chien, J.-T. (Recipient), Apr 2023
Prize: Honorary award
File -
AAPM Farrington Daniels Award
Tseng, H. H. (Recipient), Luo, Y. (Recipient), Cui, S. (Recipient), Chien, J.-T. (Recipient), Ten Haken, R. K. (Recipient) & El Naqa, I. (Recipient), 2018
Prize: Honorary award
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Best Paper Award, IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop
Chien, J.-T. (Recipient), 2011
Prize: Honorary award
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Best Paper Award, IEEE Machine Learning for Signal Processing (MLSP) Workshop
Chien, J.-T. (Recipient), Sep 2023
Prize: Honorary award
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Activities
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International Joint Conference on Artificial Intelligence (IJCAI), Tutorial Speaker
Chien, J.-T. (Speaker)
2019 → …Activity: Talk or presentation › Invited talk
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Journal of Signal Processing Systems (Journal)
Chien, J.-T. (Member of editorial board)
1 May 2019 → …Activity: Publication peer-review and editorial work › Editorial work
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Annual Meeting of the Association for Computational Linguistics (ACL), Tutorial Speaker
Chien, J.-T. (Speaker)
2019 → …Activity: Talk or presentation › Invited talk
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ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Tutorial Speaker
Chien, J.-T. (Speaker)
2019 → …Activity: Talk or presentation › Invited talk
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AAAI Conference on Artificial Intelligence (AAAI), Tutorial Speaker
Chien, J.-T. (Speaker)
2019Activity: Talk or presentation › Invited talk