What’s New

Recent Publications

IEEE Trans x30; NeurIPS, KDD, WWW, CVPR, ICDE, IJCAI, AAAI, ICDM, SDM, CIKM, PAKDD

(2021). OpenWGL: Open-World Graph Learning for Unseen Class Node Classification. Knowledge and Information Systems (Invited Extension for the ICDM-20 Best Student Paper).

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(2021). Graph Learning: A Survey. IEEE Transactions on Artificial Intelligence (TAI).

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Professional Services

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

Journal Reviewer

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

Program Committee

  • The International Conference on Learning Representations (ICLR-21)
  • Annual Conference on Neural Information Processing Systems (NeurIPS-20,2019) (CORE A*)
  • SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-20,19) (CORE A*)
  • AAAI Conference on Artificial Intelligence (AAAI-20,19,18,17) (CORE A*)
  • The Web Conference (WWW-20,19) (CORE A*)
  • International Joint Conference on Artificial Intelligence (IJCAI-20,19,18,17) (CORE A*)
  • SIAM International Conference on Data Mining (SDM-19) (CORE A)
  • Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-19,18,17,16)(CORE 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 FedCOREtion (CCF) Conference on Big Data (CCF Big Data 2017)

Recent & Upcoming Talks

Awards and Grants

Source Codes

Curated List

A list of open source code is maintained on Github. More source code will be released as it is ready for publishing.

Graph Classification

Teaching

  • FIT5196: Data Wrangling, Lecturer, 2019 S1, Monash University

People

Team Leader

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Shirui Pan

Senior Lecturer (equiv. Associate Professor in US)

Artificial Intelligence, Data Mining, Machine Learning, Deep Learning, NLP, Graph and Network Analysis

PhD Students [Monash]

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Ming Jin

PhD Student (08/2020-)

Artificial Intelligence, Machine Learning

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Yizhen Zheng

PhD Student (07/2021-)

Artificial Intelligence, Machine Learning

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Yixin Liu

PhD Student (01/2021-)

Artificial Intelligence, Machine Learning

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Bang Wu

PhD Student (08/2020-)

Machine Learning, Security, Privacy of Machine Learning

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Dongwon Ryu

PhD Student (02/2021-)

Reinforcement Learning, Knowledge Graph, Natural Language Processing

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Guangsi Shi

PhD Student (07/2020-)

Artificial Intelligence, Machine Learning, Industrial Process

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He Zhang

PhD Student (04/2021-)

Artificial Intelligence, Machine Learning

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Xin Zheng

PhD Students (04/2021-)

Artificial Intelligence, Computer Vision, Machine Learning

PhD Students [External]

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Man Wu

PhD Student (2020-) @ FAU

Artificial Intelligence, Machine Learning

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Zonghan Wu

PhD Student (2018-) @ UTS

Artificial Intelligence, Machine Learning, Graph Neural Networks, Structure Learning

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Shichao Zhu

PhD Student (2018-) @ CAS

Artificial Intelligence, Machine Learning

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Chun Wang

PhD Student (2016-) @ UTS

Artificial Intelligence, Machine Learning, Graph Analysis, Weakly-supervised Learning

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Fengwen Chen

PhD Student (2017-) @ UTS

Artificial Intelligence, Machine Learning, Graph Neural Networks

Visiting Students

Alumni

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Miao Zhang

Postdoc @ Monash

Artificial Intelligence, AutoML, Bayesian Optimization

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Shaoxiong Ji

PhD Student @ Aalto U.

Artificial Intelligence, Machine Learning

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Guojia Wan

Postdoc @ Wuhan U.

Artificial Intelligence, Knowledge Graph, Graph Mining

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Ruiqi Hu

Postdoctoral Research Associate @ UTS

Artificial Intelligence, Graph Embedding, Graph Mining

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Hong Yang

Postdoc @ USYD

Artificial Intelligence, Machine Learning, Graph Analysis

Contact