Welcome to Jia Wu's Homepage

  • Macquarie Univerity (MQ)
  • Academic 1: Online Diusion Provenance Detection in Soical Networks
  • Academic 2: Social Recommendation Systems
  • Academic 3: Online Spam Activities Detection on Evolving Marketing Hyping Ecosystem
  • Academic 4: Graph Representation and Learning
  • Academic 5: Multi-graph Representation and Learning
  • Academic 6: Multiple Graph-view Representation and Learning

Call for Students

I am seeking highly motivated and focused students with Backgrounds & Interests in Computer Science, Mathematics, Engineering, Busissness, Management and Bioinformatics.

 PhD scholarships are OFFERED with topics

  • Social networks and graph mining techniques

  • Image data processing

  • Information network security

  • Recommended systems

  • Multi-instance Learning

  • Deep and Extreme Learning

  • Bayesian networks

  • Business Intelligence

  • Smart health data analysis

  • Other MD and ML related topics

If you are interested in joining my team, please email (jia.wu@mq.edu.au) me.


One paper is accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

One paper is accepted by IEEE Transactions on Knowledge and Data Engineering

I got the Best Paper Award in Data Science Track in SDM 2018

Four papers are accepted by IJCAI 2018

I successfully secured MQ Linkage Research Fund (A$126,000) as Lead CI

I was awarded the Outstanding Associte Editor of 2017 for IEEE Access (IF 3.244)

Two papers are accepted by AAAI 2018

One paper is accepted by SDM 2018

One paper is accepted by IEEE Transactions on Systems, Man, and Cybernetics: Systems

Journals Conference Proceedings
Associate Editors
  • ACM Transactions on Knowledge Discovery from Data (ACM, A Leading Journal in Data Mining, 2017-Date)
  • Journal of Network and Computer Applications (Elsevier, SCI IF: 3.5, 2016-Date)
  • IEEE Access (IEEE, SCI IF: 3.2, 2016-Date)
  • Information Discovery and Delivery (Emerald, SSCI, 2016-Date)
Guest Editors
  • Lead Guest Editor: Complexity (Wiley, SCI IF:3.5)
  • Lead Guest Editor: IEEE Access (IEEE, SCI IF:3.2)
Publicity Chair
  • ACSW-19: The 42nd Australasian Computer Science Week, Sydney, Australia, 2019.
Web Chair
  • ICBK-18: The 9th IEEE Conference on Big Search, Singapore, 2018.
Program Committee Co-Chair
  • ATIS-18: Intl. Conference on Applications and Techniques in Information Security, Nanning, China, 2018
  • BS-16: The International Workshop on Big Search, Beijing, China, 2016.
Program Committee Vice-Chair (Senior PC)
  • IJCAI-18: The 27th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, 2018
  • PAKDD-18: The 22nd Pacific-Asia Conf. on Know. Discovery and Data Mining, Melbourne, Australia, 2018
  • SDM-18: The 18th SIAM International Conference on Data Mining, California, USA, 2018
  • IJCAI-17: The 26th International Joint Conference on Artificial Intelligence, Melbourne, Australia, 2017
Program Committee
  • KDD-18: The 24th ACM SIGKDD Intl. Conf. on Know. Discovery and Data Mining, London, UK, 2018
  • AAAI-18: The 32nd AAAI Conference on Artificial Intelligence, New Orleans, USA, 2018
  • CIKM-18: The 27th ACM Intl. Conf. on Information and Knowledge Management, Turin, Italy, 2018
  • ICCS-18: The 20th International Conference on Computational Science, Wuxi, China, 2018
  • AAAI-17: The 31st AAAI Conference on Artificial Intelligence, San Francisco, USA, 2017
  • ICDM-17: The 17th IEEE International Conference on Data Mining, New Orleans, USA, 2017
  • CIKM-17: The 26th ACM International Conference on Information and Knowledge Management, Singapore, 2017
  • SDM-17: The 17th SIAM International Conference on Data Mining, Texas, USA, 2017
  • ICCS-17: The 19th International Conference on Computational Science, Zurich, Switerland, 2017
  • PAKDD-17: The 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining, Jeju, South Korea, 2017
  • IJCNN-17: The 30th IEEE International Joint Conference on Neural Networks, Alaska, USA, 2017
  • AAAI-16: The 30th AAAI Conference on Artificial Intelligence, Phoenix, USA, 2016
  • SDM-16: The 16th SIAM International Conference on Data Mining, Miami, USA, 2016
  • DASFAA-16: The 21st International Conf. on Database Systems for Advanced Applications, Texas, USA, 2016
  • IJCNN-16: The 29th International Joint Conference on Neural Networks, Vancouver, BC, Canada, 2016
  • PAKDD-16: The 20th Pacific-Asia Conf. on Knowledge Discovery and Data Mining, Auckland, New Zealand, 2016
  • PAKDD-15: The 19th Pacific-Asia Conf. on Knowledge Discovery and Data Mining, Ho Chi Minh, Vietnam, 2015
Conference Organisation
  • Lead Special Session Chair: ‘Advanced Data Analytics for Large-scale Complex Data Environment’ in IJCNN 2017
    • Jia Wu, Shirui Pan, Xiangnan Kong, Ivor W. Tsang
  • Lead Special Session Chair: ‘Advanced Machine Learning Methods and Applications from Complicated Data Environments’ in IJCNN 2016
    • Jia Wu, Shirui Pan, Peng Zhang, Xingquan Zhu, Chengqi Zhang, Philip S. Yu
Supervised PhD Students
  • Yisen Wang, Tsinghua University, China
  • Haishuai Wang, University of Technology Sydney, Australia
  • Qinzhe Zhang, University of Technology Sydney, Australia
  • Qin Zhang, University of Technology Sydney, Australia
  • Li Gao, Chinese Academy of Science, China
  • Weixue Lu, Chinese Academy of Science, China
  • Yongshan Zhang, China University of Geosciences (Wuhan), China
Supervised Master Students
  • Dongkuan Xu, Chinese Academy of Science, China
  • Chunyi Liu, Chinese Academy of Science, China
  • Pan Xiao, Wuhan University, China
Visiting Scholars
  • Prof Lin Cui, Suzhou University, China
  • Dr Chenjun Li, China University of Geosciences (Wuhan), China
  • A depth semantic analysis based on the changes of user checking-in behavior. National Natural Science Funds of China (210,000 CNY$), 01.2018-12.2020.
  • Manifold learning based face image super-resolution. National Natural Science Funds of China (210,000 CNY$), 01.2016-12.2018.
  • Active learning based on evolutionary algorithm and its application in hyperspectral remote sensing image information extraction. National Natural Science Funds of China (260,000 CNY$), 01.2015-12.2017.
  • Dynamic multiple strategy in differential evolution algorithm. National Natural Science Funds of China (250,000 CNY$), 01.2013-12.2015.
  • Orthogonal multi-objective differential evolution algorithm and its application in the Kalman filter design. National Natural Science Funds of China (330,000 CNY$), 01.2011-12.2013.
  • Data Science and Machine Learning (COMP783).
  • Research Frontiers in Computing (COMP700).
  • Data Science (COMP257).
  • Artificial Intelligence (COMP329).
  • Outstanding Associate Editor: IEEE Access, 2017.
  • Best Student Paper Award: The 30th International Joint Conference on Neural Networks (IJCNN '17), Alaska, USA, May 14–19, 2017.
  • 1st Runner-Up of the Data Mining Competition, The 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD '12), Kuala Lumpur, Malaysia, May 29– June 1, 2012.
  • 1st price, Team Leader, the National RoboCup Transportation Competition, Jiangsu, China, Nov 16-18, 2012.
  • 2nd price, Team Leader, the National RoboCup Rescue Simulation Competition, Gansu, China, Aug 23-25, 2011.
  • IEEE Member (2015-)