Brief CV

Zhi-Hua Zhou

  can be pronounced simply as [Jihua Joe]

Professor, Computer Science and Artificial Intelligence, Nanjing University, China

Fellow of the ACM, AAAI, AAAS, IEEE, IAPR, IET/IEE, CCF, CAAI


Correspondence

 

Mail:

Zhi-Hua Zhou

Office:

Rm 920, Computer Science Building, Nanjing University Xianlin Campus    

 

National Key Laboratory for Novel Software Technology

Tel:

+86-25-8968-6268

 

Nanjing University, Xianlin Campus Mailbox 603

Fax:

+86-25-8968-6268

 

163 Xianlin Avenue, Qixia District

URL:

http://cs.nju.edu.cn/zhouzh/

 

Nanjing 210023, China

Email:

zhouzh at nju dot edu dot cn  or  zhouzh at lamda dot nju dot edu dot cn or zhouzh.gm at gmail.com

   (if email to my university account lost, please cc to my Gmail which can be occasionally checked)


[Interest] [Career] {Education} [Award] [Activity] {Publication} [Course] {Student and Postdoc} {LAMDA Group}

Research Interest

I have wide research interests, mainly including artificial intelligence, machine learning, data mining, pattern recognition, evolutionary computation and multimedia retrieval, among which machine learning and data mining are my core research areas. I am particularly interested in the problem of how to enable computing machines to handle "ambiguity".

Currently I am interested in the following ML/DM topics:

For applications, I am mainly interested in the following areas:

I am also interested in:

Research is for fun. If I am interested in some other things, the above list will grow; if something in the list does not attract me any more, the above list will shrink. In short, these are just my current interests.

    周志华 著.机器学习,北京:清华大学出版社,2016. (ISBN 978-7-302-42328-7)

               

Z.-H. Zhou. Ensemble Methods: Foundations and Algorithms, Boca Raton, FL: Chapman & Hall/CRC, 2012. (ISBN 978-1-439-830031), with Japanese translation

Z.-H. Zhou, Y. Yu, C. Qian. Evoluionary Learning: Advances in Theories and Algorithms, Berlin: Springer, 2019. (ISBN 978-981-13-5955-2)

 

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Career

Main Positions:    

Cheung Kong Professor

(appointed by the Ministry of Education of China)

Department of Computer Science & Technology, Nanjing University, China

Mar. 2007 -

Professor

Department of Computer Science & Technology, Nanjing University, China

Nov. 2003 -

     
Administrative Positions:    

Dean

School of Artificial Intelligence, Nanjing University, China

Mar. 2018 -

Head

Department of Computer Science and Technology, Nanjing University, China

Jan. 2018 -

Deputy Head

Department of Computer Science and Technology, Nanjing University, China

May 2013 - Jan. 2018

Standing Deputy Director

National Key Laboratory for Novel Software Technology, Nanjing University, China

Nov. 2010 -

Founding Director

Institute of Machine Learning and Data Mining (LAMDA), Nanjing University, China

Nov. 2007 -

Director

AI Lab, Department of Computer Science & Technology, Nanjing University, China

May 2002 -

     
Honorary Positions:    

Adjunct Professor

Sichuan University, China

Jan. 2009 - Dec. 2012

Adjunct Professor

Hong Kong University of Science & Technology, China

Jan. 2009 - Dec. 2010

Adjunct Professor

Nanjing University of Aeronautics and Astronautics, China

Jun.2004 - May 2008

Honorary Fellow

Deakin University, Australia

Nov.2002 - Oct.2006

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Award & Honor (international only)

Award (incomplete):

IEEE Computer Society Edward J. McCluskey Technical Achievement Award (2019)

Academy of Europe Foreign Member (2017)

IEEE Computational Intelligence Magazine 2017 Outstanding Paper Award (with Nitesh V. Chawla, Yaochu Jin, and Graham Williams)

ACM Fellow (2016)

IEEE ICDM Outstanding Service Award (2016)

AAAS Fellow (2016)

PAKDD Distinguished Contributions Award (2016)

AAAI Fellow (2016)

ACM Distinguished Scientist (2013)

IEEE Computational Intelligence Society Outstanding Early Career Award (2013)

IEEE Fellow (2013)

IAPR Fellow (2012)

PAKDD 2012 Data Mining Competition (Open Category) Grand Prize Winner Team Leader (Members: Nan Li, Chao Qian, Shao-Yuan Li, Yue Zhu, Qing Da)

Pattern Recognition Journal 2006-2010 Most Cited Article (with Xiaoyang Tan, Songcan Chen, and Fuyan Zhang)

IET/IEE Fellow (2010)

ISIBM Outstanding Achievement Award (2009)

 
Keynote/Plenary Speaker (recent incomplete):

IJCAI'19 (28th International Joint Conference on Artificial Intelligence, Aug. 2019, Macao, China)

AISTATS'19 (22nd International Conference on Artificial Intelligence and Statistics, Apr. 2019, Naha, Japan)

ICPR'18 (24th International Conference on Pattern Recognition, Aug. 2018, Beijing, China)

KSEM'17 (10th International Conference on Knowledge Science, Engineering and Management, Aug. 2017, Melbourne, Australia)

AusAI'16 (29th Australasian Joint Conference on Artificial Intelligence, Dec. 2016, Hobart, Austrlia)

ISNN'16 (13th International Symposium on Neural Networks, Jul. 2016, Saint Petersburgh, Russia)

ICMLA'15 (14th IEEE International Conference on Machine Learning and Applications, Dec. 2015, Miami, FL, USA)

ANNPR'14 (6th IAPR International Workshop on Artificial Neural Networks in Pattern Recognition, Oct. 2014, Montreal, Canada)

ECDA'14 (European Conference on Data Analysis, Jul. 2014, Bremen, Germany)

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Professional Activity

Professional Organization Services:

 

President

JSCS (Jiangsu Computer Society)

2019 -

President

JSAI (JiangSu association of Artificial Intelligence)

2017 -

Founding Chair

IEEE Computer Society Nanjing Chapter

2008 - 2017

Chair

IEEE-CIS-DMTC (IEEE Computational Intelligence Society Data Mining Technical Committee)

2015 - 2016

Chair

CCF-AI (CCF Artificial Intelligence and Pattern Recognition Technical Committee)

2012 - 2019

Chair

CAAI Machine Learning Technical Committee

2006 - 2015

Vice Chair

IEEE Nanjing Section

2011 -

Vice Chair

ACM SIGKDD China Chapter

2016 -

 

 

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Journal Services:

 

Advisory Board Member

International Journal of Machine Learning and Cybernetics (Springer)

2010 -

 

 

 

Executive Editor-in-Chief

Frontiers of Computer Science (Springer)

2013 -

Associate Editor-in-Chief

Chinese Science Bulletin (Springer)

2008 - 2014

 

Science China: Information Science (Science in China Press)

2015 -

     

Associate Editor/Action Editor/  

ACM Transactions on Intelligent Systems and Technology (ACM)

2009 - 2017

Editorial Board Member (incomplete)

ACM Transactions on Knowledge Discovery from Data (ACM)

2018-

 

Annals of Data Science (Springer)

2014-

 

Applied Informatics (Springer)

2013-

 

Applied Intelligence (Springer)

2011 - 2014

 

Artificial Intelligence in Medicine (Elsevier)

2002 - 2016

 

Big Data and Information Analytics (AIMS)

2015 -

 

Data Science and Engineering (Springer)

2015 -

 

IEEE Transactions on Cognitive and Developmental Systems (IEEE)

2015 - 2018

 

IEEE Transactions on Knowledge and Data Engineering (IEEE)

2008 - 2012

 

IEEE Transactions on Neural Networks and Learning Systems (IEEE)

2014 - 2017

 

IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE)

2018 -

 

Intelligent Data Analysis (IOS)

2008 - 2018

 

International Journal of Computer Mathematics (Taylor & Francis)

2013 - 2015

 

International Journal of Computer Mathematics: Computer Systems Theory (Taylor & Francis)

2016 - 2019

 

International Journal of Data Warehousing and Mining (IGI)

2004 - 2017

 

International Journal of Software and Informatics (Chinese Science Press)

2007 -

 

Journal of Computer Science and Technology (Springer)

2005 - 2018

 

Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis)

2014 -

 

Journal of Information Science and Engineering (Academia Sinica)

2011 - 2014

 

Knowledge and Information Systems (Springer)

2003 - 2008

 

Machine Learning (Springer)

2016 -

 

Neural Networks (Elsevier)

2014 - 2016

 

Progress in Artificial Intelligence (Springer)

2011 -

 

Science China: Information Science (Science in China Press)

2008 - 2014

 

Statical Analysis and Data Mining (Wiley)

2014 - 2018

 

 

Guest Editor/Co-Editor (recent)

National Science Review (Oxford University Press)
          Special topic on "Machine Learning" (2018, vol.5, no.1)

 

Machine Learning (Springer)
          Special issue on "Journal Track of ACML 2016" (2017, vol.106, no.5) (with
Robert J. Durrant, Kee-Eung Kim, Geoffrey Holmes, Stephen Marsland, and Masashi Sugiyama)

 

Pattern Recognition (Elsevier)
          Special issue on "Multi-instance Learnig in Pattern Recognition and Vision" (2017, vol.71) (with Jianxin Wu, Xiang Bai, Marco Loog, and Fabio Roli)

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Conference Services (recent):

 

Steering Committee Chair

ACML (Asian Conference on Machine Learning)

2012 -

Steering Committee member

ICDM (IEEE International Conference on Data Mining)

2016 -

 

PRICAI (Pacific Rim International Conference on Artificial Intelligence)

2009 -

 

PAKDD (Pacific-Asia Conference on Knowledge Discovery and Data Mining)

2007 -

 

 

Advisory Committee member

IJCAI'16 (25th International Joint Conference on Artificial Intelligence, Jul. 2016, New York, NY, USA)

 

IJCAI'15 (24th International Joint Conference on Artificial Intelligence, Jul. 2015, Buenos Aires, Argentina)

 

 

Honorary Chair/Co-Chair

ACML'18 (10th Asian Conference on Machine Learning, Nov. 2018, Beijing, China)

 

BigDataScience'14 (3rd ASE International Conference on Big Data Science and Computing, Aug. 2014, Beijing, China)

 

 

General Chair/Co-Chair

PAKDD'19 (23rd Pacific Asia Conference on Data Mining and Knowledge Discovery, Apr. 2019, Macao, China)

 

PRICAI'18 (15th Pacific-Rim International Conference on Artificial Intelligence, Aug. 2018, Nanjing, China)

 

CCF-ICAI'18 (1st CCF International Conference on Artificial Intelligence, Aug. 2018, Jinan, China) 

 

CCDM'18 (7th China Conference on Data Mining, Aug. 2018, Jinan, China)

 

ICDM'16 (16th IEEE International Conference on Data Mining, Dec. 2016, Barcelona, Spain) 

 

CCDM'16 (6th China Conference on Data Mining, May 2016, Guilin, China)

 

CCF-AI'15 (China Computer Federation Conference on Artificial Intelligence, Aug. 2015, Taiyuan, China)

 

PAKDD'14 (18th Pacific Asia Conference on Data Mining and Knowledge Discovery, May 2014, Tainan, Taiwan)

 

 

Program Committee Chair/Co-Chair

IJCAI'21 (30th International Joint Conference on Artificial Intelligence, TBD. 2021, Montreal, Canada) 

 

AAAI'19 (33rd AAAI Conference on Artificial Intelligence, Jan. 2019, Honolulu, HI, USA) 

 

APDM'17 (International Workshop on Abuse Preventive Data Mining, in conjunction with IJCAI, Aug. 2017, Melbourne, Australia)  

 

CCAI'17 (3rd China Conference on Artificial Intelligence, Jul. 2017, Hangzhou, China)  

 

CIDM'16 (7th IEEE Symposium on Computational Intelligence and Data Mining, Dec. 2016, Athens, Greece)  

 

CIDM'15 (6th IEEE Symposium on Computational Intelligence and Data Mining, Dec. 2015, Cape Town, South Africa)

 

ICDM'15 (15th IEEE International Conference on Data Mining, Nov. 2015, Atlantic City, NJ, USA) 

 

IJCAI'15 Machine Learning Track (24th International Joint Conference on Artificial Intelligence, Jul. 2015, Buenos Aires, Argentina)  

 

PAKDD'15 (19th Pacific Asia Conference on Data Mining and Knowledge Discovery, May 2015, Ho Chi Minh City, Vietnam)

 

BigComp'15 (2nd International Conference on Big Data and Smart Computing, Feb. 2015, Jeju Island, Korea)  

 

CIDM'14 (5th IEEE Symposium on Computational Intelligence and Data Mining, Dec. 2014, Orlando, FL, USA)  

 

MLSS'14 (2014 MLSS Machine Learning Summer School, Jun.2013, Beijing, China)

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Workshop Chair/Co-Chair

KDD'16 (22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2016, San Francisco, CA, USA) 

 

ICDM'14 (14th IEEE International Conference on Data Mining, Dec. 2014, Shenzhen, China) 

 

 

Tutorial Chair/Co-Chair

DSAA'17 (4th IEEE International Conference on Data Science and Advanced Analytics, Oct. 2017, Tokyo, Japan) 

 

KDD'15 (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2015, Sydney, Australia) 

 

CIKM'14 (23rd ACM International Conference on Information and Knowledge Management, Nov. 2014, Shanghai, China) 

 

 

Program Committee Vice Chair/

ICML'20 (37th International Conference on Machine Learning, Jul. 2020, Vienna, Austria) 

Senior Area Chair/Area Chair/

IJCAI'20 (29th International Joint Conference on Artificial Intelligence, Jul. 2020, Yokohama, Japan)

Senior PC

ECAI'20 (32nd European Conference on Artificial Intelligence, Jun. 2020, Santiago de Compostela, Spain)

 

NeurIPS'19 (32nd Annual Conference on Neural Information Processing Systems, Dec. 2019, Vancouver, Canad

 

CIKM'19 (28th ACM International Conference on Information and Knowledge Management, Nov. 2019, Beijing, China) 

 

KDD'19 (25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2019, Anchorage, AL)

 

ICML'19 (36th International Conference on Machine Learning, Jun. 2019, Long Beach, CA) 

 

NIPS'18 (31st Annual Conference on Neural Information Processing Systems, Dec. 2018, Montreal, Canada) 

 

KDD'18 (24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2018, London, UK)

 

IJCAI'18 (27th International Joint Conference on Artificial Intelligence, Jul. 2018, Stockholm, Sweden)

 

ICML'18 (35th International Conference on Machine Learning, Jul. 2018, Stockholm, Sweden) 

 

SDM'18 (18th SIAM International Conference on Data Mining, Apr. 2018, San Diego, CA, USA)

 

AAAI'18 (32th AAAI Conference on Artificial Intelligence, Feb. 2018, New Orleans, LA, USA)  

 

BigData'17 (IEEE International Conference on Big Data, Dec. 2017, Boston, MA, USA)  

 

NIPS'17 (30th Annual Conference on Neural Information Processing Systems, Dec. 2017, Long Beach, CA, USA)  

 

ICDM'17 (17th IEEE International Conference on Data Mining, Nov. 2017, New Orleans, LA, USA) 

 

IJCAI'17 (26th International Joint Conference on Artificial Intelligence, Jul. 2017, Melbourne, Australia)

 

SDM'17 (17th SIAM International Conference on Data Mining, Apr. 2017, Houston, TX, USA) 

 

AISTATS'17 (20th International Conference on Artificial Intelligence and Statistics, Apr. 2017, Fort Lauderdale, FL, USA) 

 

AAAI'17 (31st AAAI Conference on Artificial Intelligence, Feb. 2017, San Francisco, CA, USA) 

 

ICPR'16 (23rd International Conference on Pattern Recognition, Dec. 2016, Cancun, Mexico) 

 

ICTAI'16 (28th IEEE International Conference on Tools with Artificial Intelligence, Nov. 2016, San Jose, CA, USA) 

 

KDD'16 (22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2016, San Francisco, CA, USA)  

 

IJCAI'16 (25th International Joint Conference on Artificial Intelligence, Jul. 2016, New York, NY, USA)

 

PAKDD'16 (20th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Apr. 2016, Auckland, New Zealand)  

 

AAAI'16 (30th AAAI Conference on Artificial Intelligence, Feb. 2016, Phoenix, AZ, USA) 

 

NIPS'15 (28th Annual Conference on Neural Information Processing Systems, Dec. 2015, Montreal, Canada)  

 

ICTAI'15 (27th IEEE International Conference on Tools with Artificial Intelligence, Nov. 2015, Salerno, Italy) 

 

KDD'15 (21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug. 2015, Sydney, Australia)

 

ICTAI'14 (26th IEEE International Conference on Tools with Artificial Intelligence, Nov. 2014, Limassol, Cyprus)

 

ICPR'14 (22nd International Conference on Pattern Recognition, Aug. 2014, Stockholm, Sweden) 

 

ICML'14 (31st International Conference on Machine Learning, Jun. 2014, Beijing, China) 

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Course

Introduction to Machine Learning For undergraduate students
Advanced Machine Learning For graduate students
Introduction to Data Mining For undergraduate students

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Last Modified:  Oct. 08, 2019