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Personal profile

Biography

Shirui Pan is currently a Lecturer with the Faculty of Information Technology, Monash University, Australia. Prior to that, he was a Lecturer and a Chancellor's Postdoc Research Fellow (less than 10% successful rate each year) at University of Technology Sydney (UTS).  Dr Pan received the Ph.D degree in data science under the supervision of Distinguished Professor Chengqi Zhang and Professor Xingquan Zhu, from UTS, NSW, Australia. After that, he worked as a Research Fellow (from Aug 2015 to June 2018) at the Centre for Artificial Intelligence (CAI), School of Software, UTS. 

Research interests

Dr Pan's research interests include

  • data mining
  • machine learning
  • deep learning
  • graph and network analytics
  • NLP

To date, Dr Pan has published over 50 research papers in top-tier journals and conferences, including the IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Cybernetics (TCYB), ICDE, AAAI, IJCAI, ICDM, SDM, PAKDD.

More about my research can be found at https://shiruipan.github.io/.

Monash teaching commitment

Dr Pan teaches the following unit(s) at Monash University

  • FIT5196 Data Wrangling

The FIT5196 Data Wrangling unit is supported by DataCamp, the most intuitive learning platform for data science. Learn R, Python and SQL the way you learn best through a combination of short expert videos and hands-on-the-keyboard exercises. Take over 100+ courses by expert instructors on topics such as importing data, data visualization or machine learning and learn faster through immediate and personalised feedback on every exercise.

Community service

Dr Pan regularly serves as an Associate Editor, Session Chair, Invited Reviewer, Program Committee Member for a number of journals and conferences. His professional services include:

Editorship

  • Associate Editor: IEEE Access (Impact factor: 3.244)
  • Guest Editor for Special Issue: Complexity (Impact factor: 4.621)

Conference Organisation

  • Special Session Chair: Learning from Big Graph Data: Theory and Applications, IJCNN-2018 (ERA A)
  • Special Session Chair: Advanced Data Analytics for Large-scale Complex Data Environment, IJCNN- 2017 (ERA A)
  • Special Session Chair: Advanced Machine Learning Methods and Applications from Complicated Data Environment, IJCNN-2016 (ERA A)

Journal Reviewer

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (ERA A*)
  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (ERA A*)
  • IEEE Transactions on Knowledge and Data Engineering (TKDE)((ERA A)
  • IEEE Transactions on Cybernetics (TCYB) (ERA A)
  • IEEE Transactions on Systems, Man and Cybernetics: Systems (SMCA) (ERA B)
  • Pattern Recognition (PR) (ERA A*)
  • Information Sciences
  • IEEE Signal Processing Letters
  • ACM Transactions on Intelligent Systems and Technology (TIST)
  • World Wide Web (WWW) (ERA A)
  • Social Network Analysis and Mining
  • Neural Computing and Applications
  • Neurocomputing

Program Committee

  • Annual Conference on Neural Information Processing Systems (NeurIPS 2019)
  • SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-19)
  • The Web Conference (WWW-19)
  • AAAI Conference on Artificial Intelligence (AAAI-19,18,17) (ERA A)
  • International Joint Conference on Artificial Intelligence (IJCAI-19, 18,17) (ERA A)
  • SIAM International Conference on Data Mining (SDM-19)
  • Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-19,18,17,16)((ERA A)
  • IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2014-15)
  • International Conference on Advanced Data Mining and Applications (ADMA 2014, 2016)
  • The international conference on Advances in Social Network Analysis and Mining (ASONAM 2017)
  • The China Computer Federation (CCF) Conference on Big Data (CCF Big Data 2017)

Keywords

  • Data Mining
  • Machine Learning
  • Deep Learning
  • Artificial intelligence
  • Network Analysis
  • Graph embedding
  • Natural Language Processing

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2010 2019

CFOND: consensus factorization for co-clustering networked data

Guo, T., Pan, S., Zhu, X. & Zhang, C., 1 Apr 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 4, p. 706-719 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Cost-sensitive parallel learning framework for insurance intelligence operation

Jiang, X., Pan, S., Long, G., Xiong, F., Jiang, J. & Zhang, C., 2019, (Accepted/In press) In : IEEE Transactions on Industrial Electronics. 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Measuring distance-based semantic similarity using meronymy and hyponymy relations

Cai, Y., Pan, S., Wang, X., Chen, H., Cai, X. & Zuo, M., 2019, (Accepted/In press) In : Neural Computing and Applications. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Social recommendation with evolutionary opinion dynamics

Xiong, F., Wang, X., Pan, S., Yang, H., Wang, H. & Zhang, C., 2019, (Accepted/In press) In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Time series feature learning with labeled and unlabeled data

Wang, H., Zhang, Q., Wu, J., Pan, S. & Chen, Y., May 2019, In : Pattern Recognition. 89, p. 55-66 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Activities 2017 2018

  • 3 Contribution to conference
  • 1 Editorial responsibility

AAAI Conference on Artificial Intelligence 2018

Shirui Pan (Member of programme committee)
2 Feb 20187 Feb 2018

Activity: Participating in or organising an event typesContribution to conference

International Joint Conference on Artificial Intelligence 2018

Shirui Pan (Member of programme committee)
13 Jul 201819 Jul 2018

Activity: Participating in or organising an event typesContribution to conference

2018 International Joint Conference on Neural Networks, IJCNN 2018

Shirui Pan (Session chair)
8 Jul 201813 Jul 2018

Activity: Participating in or organising an event typesContribution to conference

IEEE Access (Journal)

Shirui Pan (Associate editor)
2017 → …

Activity: Publication peer-review and editorial work typesEditorial responsibility