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
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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對話系統之資料表示與學習(2/2)
1/11/22 → 31/10/23
Project: Government Ministry › Other Government Ministry Institute
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Data Efficiency for Deep Reinforcement Learning
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
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
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Data Efficiency for Deep Reinforcement Learning
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Hierarchical Reinforcement Learning with Guidance for Multi-Domain Dialogue Policy
Rohmatillah, M. & Chien, J. T., 2023, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, p. 748-761 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
ADVERSARIAL MASK TRANSFORMER FOR SEQUENTIAL LEARNING
Lio, H., Li, S. E. & Chien, J. T., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4178-4182 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
AUGMENTATION STRATEGY OPTIMIZATION FOR LANGUAGE UNDERSTANDING
Chu, C. T., Rohmatillah, M., Lee, C. H. & Chien, J. T., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7952-7956 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
Bayesian Transformer Using Disentangled Mask Attention
Chien, J. T. & Huang, Y. H., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 1761-1765 5 p.Research output: Contribution to journal › Conference article › peer-review
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Derivation of chest-lead ECG from limb-lead using temporal convolutional network in variational mode decomposition domain
Chuang, Y. H., Huang, Y. C., Chang, W. W. & Chien, J. T., Sep 2022, In: Electronics Letters. 58, 19, p. 740-742 3 p.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
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AAPM Farrington Daniels Award
Tseng, Huan Hsin (Recipient), Luo, Yi (Recipient), Cui, Sunan (Recipient), Chien, Jen-Tzung (Recipient), Ten Haken, Randall K. (Recipient) & El Naqa, Issam (Recipient), 2018
Prize: Honorary award
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Best Paper Award, IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop
Chien, Jen-Tzung (Recipient), 2011
Prize: Honorary award
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Distinguished Lecturer, Asia Pacific Signal and Information Processing Association
Chien, Jen-Tzung (Recipient), 2012
Prize: Honorary award
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Distinguished scholar research project Award, National Science Council
Chien, Jen-Tzung (Recipient), 2008
Prize: Honorary award
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Distinguished Teaching Award, ECE College, National Chiao Tung University
Chien, Jen-Tzung (Recipient), 2019
Prize: Honorary award
Activities
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Annual Meeting of the Association for Computational Linguistics (ACL), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: Talk or presentation › Invited talk
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AAAI Conference on Artificial Intelligence (AAAI), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019Activity: Talk or presentation › Invited talk
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ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: Talk or presentation › Invited talk
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Journal of Signal Processing Systems (Journal)
Jen-Tzung Chien (Member of editorial board)
1 May 2019 → …Activity: Publication peer-review and editorial work › Editorial work
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International Joint Conference on Artificial Intelligence (IJCAI), Tutorial Speaker
Jen-Tzung Chien (Speaker)
2019 → …Activity: Talk or presentation › Invited talk