Vincent
S. Tseng (Vincent Shin-Mu Tseng) 曾新穆
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Vincent
S. Tseng Ph.D. Chair Professor, Department of Computer Science and
Information Engineering National Yang Ming Chiao Tung University No. 1001, University Road, Hsinchu, Taiwan, R.O.C.
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Email: vtseng@cs.nctu.edu.tw Tel: + 886-3-5712121#54722 Webpage: http://people.cs.nctu.edu.tw/~vtseng |
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Bio Sketch
Vincent S. Tseng is currently a Chair Professor at
Department of Computer Science in National Yang Ming Chiao Tung University (NCTU). He served as the founding director for
Institute of Data Science and Engineering
in NCTU during 2017-2020, chair for IEEE CIS Tainan Chapter during 2013-2015
and the president of Taiwanese Association for Artificial Intelligence during
2011-2012. He also acted as
the director for Institute of Medical Informatics of National Cheng Kung
University during 2008 and 2011. Dr. Tseng received his Ph.D. degree with major
in computer science from National Chiao Tung University, Taiwan, in 1997. After
that, he joined Computer Science Division of EECS Department in University of
California at Berkeley as a postdoctoral research fellow during 1998-1999. He
has a wide variety of research interests covering data mining, big data
analytics, machine learning, biomedical informatics, mobile and Web technologies.
He has published more than 380 research papers in referred journals and
conferences as well as 15 patents (held and filed). By Google Scholar, his
publications have been cited by more than 12,000 times with H-Index 58. He has been on the editorial board of a number of
top journals including IEEE Transactions on Knowledge and Data Engineering, IEEE Journal of Biomedical and Health Informatics, ACM Transactions on Knowledge Discovery from Data,
Knowledge
Discovery and Data Mining,
etc. He has also served as chairs/program committee members for a number of premier
international conferences related to data mining and intelligent computing,
including KDD, ICDM, SDM, PAKDD, ICDE,
CIKM, IJCAI, etc. In recent years, he has also been serving to oversee the architect on Big
Data/AI technologies and applications for the governmental and industrial units
in Taiwan. Dr. Tseng has received a number of prestigious awards, including Outstanding Research Award (2019 & 2015) by Ministry of Science and Technology Taiwan,
2019 ACM Distinguished Scientist Member (for
Outstanding Scientific Contributions to Computing), 2018 Outstanding
I.T. Elite Award, 2018 FutureTech Breakthrough Award, and 2014 K. T. Li
Breakthrough Award. He is also a Fellow of IEEE and Distinguished Member of
ACM.
Education Background
1997 National
Chiao Tung University, Taiwan Ph.
D. in Computer and Information Engineering
1990 National Chiao Tung
University, Taiwan M.S. in Computer
and Information Engineering
1988 National
Chiao Tung University, Taiwan B.S.
in Computer and Information Engineering
Employment and Related Experiences
§ 2020 – Now Chair
Professor, Department of Computer Science, National Yang Ming Chiao Tung
University
§ 2017 – 2020 Founding Director for Institute of Data
Science and Engineering, National Chiao Tung University
§ 2015 – 2020 Distinguished
Professor, Department of Computer Science, National Chiao Tung University,
Taiwan
§ 2011 – 2014 Distinguished
Professor, Department of Computer Science and Information Engineering, National
Cheng Kung University Taiwan
§ 2008 – 2011 Director,
Institute of Medical Informatics, NCKU Taiwan
§ 2007 – 2011 Professor,
Department of Computer Science and Information Engineering, National Cheng Kung
University, Taiwan
§
2004 – 2007 Director, Department of Medical Informatics,
NCKU Hospital Taiwan
§ 2003 – 2007 Associate
Professor, Department of Computer Science and Information Engineering, NCKU
Taiwan
§ 1999 – 2003 Assistant Professor, Department of Computer Science and
Information Engineering, NCKU Taiwan
§ 1998 – 1999 Postdoctoral
Researcher, EECS Dept, University of California at Berkeley, USA
Research Specialty
§ Data Mining/Big Data Techniques and
Applications
§ Artificial Intelligence/Machine Learning
§ Biomedical and Health Informatics
§ Mobile and Web Techniques
§ Social Network Analysis and Applications
Publications
§ Has published more than 380 papers in
referred journal and conferences, as well as 13 patents (held and filed). Has
received more than 12,000 citations (H-Index:58) by Google Scholar.
- Detailed publication list: http://people.cs.nctu.edu.tw/~vtseng
Honorary and Awards
§ 2021
IICM Medal of Honor
§ 2021
IEEE Fellow
§ 2020
World Top 2% Scientist (for both Annual & Lifetime Contributions)
§ 2020 Best Paper Award, 2020 Int’l Conference on Pervasive AI - Fintech and Business Intelligence Track
§ 2020
Best Paper Award, Int’l Computer Symposium, Workshop on Big Dat
§ 2020
Supervision Award for Best Master Thesis, Institute of Information and
Computing Machinery, Taiwan
§ 2019 Outstanding Research Award by Ministry of
Science and Technology Taiwan
§ 2019
ACM Distinguished Scientist Member
§ 2018
FutureTech Breakthrough Award by Ministry of Science and Technology
Taiwan
§ 2018
Outstanding I.T. Elite Award, Taiwan
§ 2018
Best Application Paper Award, Int’l Conf. SCIS-ISIS
§ 2015
Outstanding Research Award by Ministry of Science and Technology Taiwan
§ 2014
K. T. Lee Breakthrough Award
§ 2014
Distinguished Electrical Engineering
Professorship Award, Chinese Institute of Electrical Engineering
§ 2014
Best Paper Award, 10th Int’l Conference on Advanced Data Mining
and Applications (ADMA 2014)
§ 2014
Supervision Award for Best PhD Thesis, Taiwanese Association for
Artificial Intelligence
§ 2014
Supervision Award for Best PhD Thesis, Institute of Information and
Computing Machinery, Taiwan
§ 2014
Second Prize, ET Big Data Contest
§ 2013
Supervision Award for Best Master Thesis, Institute of Information and
Computing Machinery, Taiwan
§ 2012
Second Prize, Nokia Mobile Data Challenge
§ 2012
Best Paper Award, 2012 Int’l Conf. Technologies and Applications for
Artificial Intelligence
§ 2012
Supervision Award for Best PhD Thesis, Institute of Information and
Computing Machinery, Taiwan
§ 2012
Supervision Award for Best PhD Thesis, Taiwanese Association for
Artificial Intelligence
§ 2011
Supervision Award for Best Master Thesis, Institute of Information and
Computing Machinery, Taiwan
§ 2011
Microsoft Research Award
§ 2011
Merit Paper Award, 2011 Int’l Conf. Technologies and Applications for
Artificial Intelligence
§ 2010
Supervision Award for Best Master Thesis, Institute of Information and
Computing Machinery, Taiwan
§ 2010
Best Paper Award, ACM Int'l Conf. on GIS-LBSN
§ 2009
Best Paper Award, National Symposium on Security
§ 2008
Supervision Award for Best PhD Thesis, Taiwanese Association for
Artificial Intelligence
§ 2006
Supervision Award for Best PhD Thesis, Taiwanese Association for
Artificial Intelligence
Professional Activities
§ 2020 – Now Steering
Committee Chair, Pacific-Asia Knowledge Discovery and Data Mining (PAKDD)
§ 2016 – Now Director,
Center for Big Data Technologies and Innovations
§ 2013 – Now Director,
Big Data Technology Platform Program, Ministry of Science and Technology,
Taiwan
§ 2011 – Now Technical
Committee Member, Ministry of Science and Technology, Ministry of Health and
welfare, Ministry of Economic Affairs, Taiwan
§ 2011 – Now Technical
Committee Member, Ministry of Science and Technology, Taiwan
§ 2014 – Now Technical
Committee Member, Taiwan Cloud Computing Association
§ 2019 – 2020 Vice
Chair, Steering Committee, Pacific-Asia Knowledge Discovery and Data Mining
(PAKDD)
§ 2013 – 2015 Chair,
IEEE CIS(Computational Intelligence Society) Tainan Chapter
§ 2013 – 2016 IEEE
Data Mining Technical Committee Member
§
2011 –
2012 President, Taiwanese Association
for Artificial Intelligence
§ 2011–2012 Vice
Chair, IEEE CIS Chapter in Tainan Section
§ 2012 – Now Board
Member, Taiwanese Association for Medical Informatics
§
2010 – Now Board Member, IEEE Tainan Section
§ 2009 – 2010 Board
Member, HL-7 Taiwan Society
§ 2007 – 2008 Board member,
Taiwan Society on Bioinformatics
Editorial Board
§ 2021 – Now Associate
Editor, IEEE Computational Intelligence Magazine
§ 2016 – Now Associate
Editor, Knowledge and Information Systems (KAIS)
§ 2014 – Now Associate
Editor, IEEE Journal on Biomedicine and
Health Informatics
§ 2016 – 2019 Associate
Editor, Data Mining and Knowledge Discovery
§ 2012 – 2020 Associate
Editor, ACM Transactions on Knowledge Discovery
from Data
§ 2012 – 2017 Associate
Editor, IEEE Transactions on Knowledge and Data
Engineering
§ 2012 – 2016 Associate
Editor-in-Chief, Taiwanese Journal of Medical Informatics
§ 2011 – Now Associate
Editor, Journal of Information Science and Engineering
§ 2006 – Now Associate
Editor, Int'l Journal of Data Mining and Bioinformatics
Organizing Committee of
Conferences (Selected in recent five years)
Steering/Advisory
Committee
§ Steering
Committee Chair, Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD)
§ Steering
Committee and Vice Chair, Pacific-Asia Conf. Knowledge Discovery and Data
Mining (PAKDD)
§ Steering
Committee, IEEE Int’l Conference on Data Science and Advanced Analytics (DSAA)
§ Steering
Committee, Int’l Conf. Intelligence Science and Big Data Engineering (IScIDE)
§ Advisory
Committee, 2014 Int’l Conf. on Technologies and Applications for Artificial
Intelligence (TAAI’14)
§ Advisory
Committee, 2014 Int’l Conf. Japanese Society for Artificial Intelligence
(JSAI’14)
§ Advisory
Committee, 2013 Int’l Conf. on Technologies and Applications for Artificial
Intelligence (TAAI’13)
§ Advisory
Committee, 2012 Int’l Conf. on Innovations in Bio-Inspired Computing and
Applications
Program
Committee/Conference Chair (Selected)
§ 2022 Senior Program Committee, 28th ACM SIGKDD Int'l Conf. on Knowledge Discovery
and Data Mining (KDD'22)
§ 2022 Senior Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’22)
§ 2021
Program Chair, 26th IEEE Int’l Conference on Database Systems for Advanced Applications
(DASFAA’21)
§ 2021 Senior Program Committee, 27th ACM SIGKDD Int'l Conf. on Knowledge
Discovery and Data Mining (KDD'21)
§ 2021 Senior Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’21)
§ 2021 Area Chair, 19th IEEE International Conference on Data
Mining (ICDM’21)
§ 2020 General Chair, 1st Int’l
Conference on Pervasive Artificial Intelligence (ICPAI’20)
§ 2020 Program Chair, 7th IEEE Int’l
Conference on Data Science and Advanced Analytics (DSAA’20)
§ 2020 Area Chair, 20th IEEE International Conference on Data
Mining (ICDM’20)
§ 2020 Senior Program Committee, 26th ACM SIGKDD Int'l Conf. on Knowledge
Discovery and Data Mining (KDD'20)
§ 2020 Senior Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’20)
§ 2019 Area Chair, 19th IEEE International Conference on Data
Mining (ICDM’19)
§ 2019 Senior Program Committee, 25th ACM SIGKDD Int'l Conf. on Knowledge
Discovery and Data Mining (KDD'19)
§ 2019 Senior Program Committee, 28th ACM Int'l Conf. on Information and
Knowledge Management (CIKM'19)
§ 2019 Senior Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’19)
§ 2018 Program Co-Chair,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’18)
§ 2018 Area Chair, 18th IEEE International Conference on Data
Mining (ICDM’18)
§ 2018 Program Committee, 24th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD'18)
§ 2017 Area Chair, 17th IEEE International Conference on Data
Mining (ICDM’17)
§ 2017 Senior Program Committee, 23th ACM SIGKDD Int'l Conf. on Knowledge
Discovery and Data Mining (KDD'17)
§ 2017 Senior Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’17)
§ 2016 Area Chair, 16th IEEE International Conference on Data
Mining (ICDM’16)
§ 2016 Senior Program Committee, 22th ACM SIGKDD Int'l Conf. on Knowledge
Discovery and Data Mining (KDD'16)
§ 2016
Program Chair, IEEE International
Conference on Big Data Intelligence and Computing (DataCom’16)
§ 2016 Senior Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’16)
§ 2015 General Chair, 2015 ASE Int’l Conference on
Big Data
§ 2015 Area Chair, 15th IEEE International Conference on Data
Mining (ICDM’15)
§ 2015 Program Committee, 20th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD'14)
§ 2015 Senior Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’15)
§ 2014 Program Chair, Pacific-Asia
Conf. Knowledge Discovery and Data Mining (PAKDD’14)
§ 2014 Area Chair, 14th IEEE International Conference on Data
Mining (ICDM’14)
§ 2014 Senior Program Committee, IEEE Int’l Conf. on
Big Data
§ 2014 Program Committee, 20th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD'14)
§ 2014 Program Committee, IEEE Int’l Conf. on
Bioinformatics and Biomedicine (BIBM’14)
§ 2014 Program Committee, IEEE Int’l Conf. on Mobile
Data Management (MDM’14)
§ 2014 Program Committee, Int’l Conf. on Database
Systems for Advanced Applications (DASFAA’14)
§ 2013 Program Co-Chair,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’13)
§ 2013 General Co-Chair, AI Forum
§ 2013 Senior Program Committee, Int’l Conf.
Information and Knowledge and Management (CIKM’13)
§ 2013 Senior Program Committee, Int’l Joint Conf.
on Artificial Intelligence (IJCAI’13)
§ 2013 Program Committee, 19th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining
(KDD'13)
§ 2013 Program Committee, 13th IEEE International Conference on Data
Mining (ICDM’13)
§ 2013 Program Committee, IEEE Int’l Conf. on
Bioinformatics and Biomedicine (BIBM’13)
§ 2013 Program Committee, IEEE Int’l Conf. on Mobile
Data Management (MDM’13)
§ 2013 Program Committee, Int’l Conf. on Database
Systems for Advanced Applications (DASFAA’13)
§ 2013 Program Committee, IEEE Int’l Conf. on
Granular Computing (Grc’13)
§ 2012 General Chair, Int’l Conf. on Technologies
and Applications for Artificial Intelligence (TAAI’12)
§ 2012 General Chair, AI Forum
§ 2012 Program Committee, 18th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining
(KDD'12)
§ 2012 Program Committee, 12th IEEE International Conference on Data
Mining (ICDM’12)
§ 2012 Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’12)
§ 2012 Program Committee, IEEE Int’l Conf. on
Bioinformatics and Biomedicine (BIBM’12)
§ 2012 Program Committee, IEEE Int’l Conf. on
Granular Computing (Grc’12)
§ 2012 Program Committee, IEEE Int’l Conf. on Mobile
Data Management (MDM’12)
§ 2012 Publicity Chair, IEEE Int’l Conference on Fuzzy Systems (FUZZ-IEEE’13)
§ 2012 Program Committee, Int’l Conf. on Database
Systems for Advanced Applications (DASFAA’12)
§ 2011 General Chair, Int’l Conf. on Technologies
and Applications for Artificial Intelligence (TAAI’11)
§ 2011 General Chair, AI Forum
§ 2011 Program Committee, 11th IEEE International Conference on Data Mining (ICDM’11)
§ 2011 Program Committee, IEEE Int’l Conf. on
Bioinformatics and Biomedicine (BIBM’11)
§ 2011 Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’11)
§ 2011 Program Committee, IEEE Int’l Conf. on Mobile
Data Management (MDM’11)
§ 2011 Chair, IEEE BIBM’11 Int’l Workshop on Data
Mining for Biomarker Discovery
§ 2011 Program Committee, IEEE Int’l Conf. on
Granular Computing (Grc’11)
§ 2010 Chair, Int’l Workshop on Biomedical
Informatics
§ 2010 Program Committee, IEEE Int’l Conf. on
Bioinformatics and Biomedicine (BIBM’10)
§ 2010 Program Committee,
Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD’10)
§ 2010 Chair, IEEE BIBM’10 Int’l Workshop on Data
Mining for Biomarker Discovery
§ 2010 Program Committee, IEEE Int’l Conf. on
Granular Computing (Grc’10)
§ 2010 Program Committee, 23th IEEE Int’l
Conf. Computer-Based Medical Systems (CBMS)
§ 2010 Program Committee, IEEE Int’l Conf. on Mobile
Data Management (MDM’10)
§ 2009 Track Chair, I-SPAN’09 Track on Biomedical
Informatics
§ 2009 Tutorial Chair, Pacific-Asia Conf. Knowledge
Discovery and Data Mining (PAKDD’09)
§ 2009 Chair, IEEE BIBM’09 Int’l Workshop on Data
Mining for Biomarker Discovery
§ 2009 Program Committee, SIAM Int’l Conf. on Data
Mining (SDM’09)
§ 2009 Program Committee, 22th IEEE Int’l
Conf. Computer-Based Medical Systems (CBMS)
Keynote Speeches and Invited
Talks
§ Keynote Speech, 34th
International Conference on Industrial, Engineering & Other
Applications of Applied Intelligent Systems (IEA/AIE), Malaysia,
2021
§ Keynote Speech, 15th International Conference
on Advanced Data Mining and Applications, Dalian, China, 2019
§ Invited Speech, Asian Workshop on Smart Sensor System,
Munahata, Japan, 2019
§ Invited Speech, ACM SIGKDD China Chapter Session, London,
UK, 2018
§ Keynote Speech, Asian Conference on Machine Learning, Hamilton, New Zealand, 2016
§ Invited Speech, Microsoft
Research Asia Faculty Summit, Seoul, Korea, 2016
§ Keynote Speech, ACM SIGKDD
Workshop-BigMine’15, Sydney, Australia, 2015
§ Keynote Speech, Multidisciplinary International Social Networks Conference, Taiwan, 2014
§ Invited Speech, CIE-DFW 25th Anniversary Convention, Dallas, USA, 2014
§ Keynote Speech, International Conference on
Advanced Information Technologies, Taiwan, 2013
§ Invited Speech, Int’l Conf. Intelligence
Science and Big Data Engineering, 2013
§ Keynote Speech, Annual Conf. on Artificial
Intelligence, Nanjing, China, 2012
§ Keynote Speech, The E-Learning and
Information Technology Symposium, Taiwan, 2012
§ Keynote Speech, Pacific-Asia Conf.
Knowledge Discovery and Data Mining (PAKDD), Int'l Workshop on Data Mining for
Healthcare Management, Malaysia, 2012.
§ Keynote Speech, The E-Learning and
Information Technology Symposium (EITS), Taiwan, 2012
§ Invited Speech, IEEE Int’l Conf. on Mobile
Data Management (MDM’11), Sweden, June, 2011.
§ Invited Speech, Microsoft Research Summit,
Shanghai, October, 2010.
§ Invited Speech, European Union FP7 BISON
Annual Meeting, Germany, May, 2010.
§ Invited Speech, 7th Annual Emerging
Information Technology Conference, Princeton, USA, July, 2007.
Project Experiences
§ Has
conducted more than 100 research projects (PI & Co-PI) funded by Ministry
of Science and Technology Taiwan (National Science Council previously) and
various governmental/industrial units.