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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, National Tsing Hua University

External positions

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Projects

Deep Learning Theories and Applications

Chien, J.

1/01/2031/12/20

Project: Government MinistryMinistry of Science and Technology

Deep Learning Theories and Applications

Chien, J.

1/01/1931/12/19

Project: Government MinistryMinistry of Science and Technology

Deep Learning Theories and Applications

Chien, J.

1/01/1831/12/18

Project: Government MinistryMinistry of Science and Technology

Deep machine learning based on tensor factorized neural networks

Chien, J.

1/08/1731/12/17

Project: Government MinistryMinistry of Science and Technology

Deep Learning for Speech and Language Processing

Chien, J.

1/08/1731/12/17

Project: Government MinistryMinistry of Science and Technology

Research Output

Bayesian learning for neural network compression

Chien, J. T. & Chang, S. T., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020. Institute of Electrical and Electronics Engineers Inc., 9105998. (2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Deep Bayesian data mining

    Chien, J. T., 20 Jan 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 865-868 4 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Guest Editorial: Modern Speech Processing and Learning

    Chien, J. T. & Mak, M. W., 1 Aug 2020, In : Journal of Signal Processing Systems. 92, 8, p. 775-776 2 p.

    Research output: Contribution to journalEditorial

    Information Maximized Variational Domain Adversarial Learning for Speaker Verification

    Tu, Y., Mak, M. W. & Chien, J. T., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6449-6453 5 p. 9053735. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • M-ARY quantized neural networks

    Chien, J. T. & Chang, S. T., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo, ICME 2020. IEEE Computer Society, 9102751. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1 Scopus citations

    Prizes

    AAPM Farrington Daniels Award

    Huan Hsin Tseng (Recipient), Yi Luo (Recipient), Sunan Cui (Recipient), Chien, Jen-Tzung (Recipient), Randall K. Ten Haken (Recipient) & Issam El Naqa (Recipient), 2018

    Prize: Honorary award

    Activities

    • 7 Invited talk
    • 2 Editorial work
    • 1 Organizing a conference, workshop, ...
    • 1 Membership of committee

    AAAI Conference on Artificial Intelligence (AAAI), Tutorial Speaker

    Jen-Tzung Chien (Speaker)

    2019

    Activity: Talk or presentationInvited talk

    International Joint Conference on Artificial Intelligence (IJCAI), Tutorial Speaker

    Jen-Tzung Chien (Speaker)

    2019 → …

    Activity: Talk or presentationInvited talk

    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Tutorial Speaker

    Jen-Tzung Chien (Speaker)

    2019 → …

    Activity: Talk or presentationInvited talk

    Journal of Signal Processing Systems (Journal)

    Jen-Tzung Chien (Member of editorial board)

    1 May 2019 → …

    Activity: Publication peer-review and editorial workEditorial work

    Annual Meeting of the Association for Computational Linguistics (ACL), Tutorial Speaker

    Jen-Tzung Chien (Speaker)

    2019 → …

    Activity: Talk or presentationInvited talk