Research output per year
Research output per year
Personal profile
Biography
Data Science
Graph Analysis
Business Intelligence
Machine Learning
External positions
Researcher, CSIRO
18 Feb 2019 → …
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Dive into the research topics where Emma Xue is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research Outputs
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A Comprehensive Survey on Community Detection With Deep Learning
Su, X., Xue, S., Liu, F., Wu, J., Yang, J., Zhou, C., Hu, W., Paris, C., Nepal, S., Jin, D., Sheng, Q. Z. & Yu, P. S., 9 Mar 2022, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. 21 p.Research output: Contribution to journal › Article › peer-review
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ComGA: community-aware attributed graph anomaly detection
Luo, X., Wu, J., Beheshti, A., Yang, J., Zhang, X., Wang, Y. & Xue, S., 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. New York, NY: Association for Computing Machinery, Inc, p. 657-665 9 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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eRiskCom: an e-commerce risky community detection platform
Liu, F., Li, Z., Wang, B., Wu, J., Yang, J., Huang, J., Zhang, Y., Wang, W., Xue, S., Nepal, S. & Sheng, Q. Z., 17 Jan 2022, (E-pub ahead of print) In: VLDB Journal. 17 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
A comprehensive survey on graph anomaly detection with deep learning
Ma, X., Wu, J., Xue, S., Yang, J., Zhou, C., Sheng, Q. Z., Xiong, H. & Akoglu, L., 8 Oct 2021, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering.Research output: Contribution to journal › Article › peer-review
18 Citations (Scopus) -
C-DeepTrust: a context-aware deep trust prediction model in online social networks
Wang, Q., Zhao, W., Yang, J., Wu, J., Xue, S., Xing, Q. & Yu, P. S., 22 Sep 2021, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.Research output: Contribution to journal › Article › peer-review