Research output per year
Research output per year
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Dive into the research topics where Fanzhen Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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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
112 Citations (Scopus) -
DAGAD: Data Augmentation for Graph Anomaly Detection
Liu, F., Ma, X., Wu, J., Yang, J., Xue, S., Beheshti, A., Zhou, C., Peng, H., Sheng, Q. Z. & Aggarwal, C. C., 2022, 22nd IEEE International Conference on Data Mining ICDM 2022: proceedings. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 259-268 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
3 Citations (Scopus) -
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., Sept 2022, In: VLDB Journal. 31, 5, p. 1085-1101 17 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Deep learning for community detection: progress, challenges and opportunities
Liu, F., Xue, S., Wu, J., Zhou, C., Hu, W., Paris, C., Nepal, S., Yang, J. & Yu, P. S., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). California: International Joint Conferences on Artificial Intelligence, p. 4981-4987 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Open Access115 Citations (Scopus) -
Detecting the evolving community structure in dynamic social networks
Liu, F., Wu, J., Xue, S., Zhou, C., Yang, J. & Sheng, Q., Mar 2020, In: World Wide Web. 23, 2, p. 715-733 19 p.Research output: Contribution to journal › Article › peer-review
33 Citations (Scopus)
Prizes
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Most Influential IJCAI2020 Paper Award for “Deep learning for community detection: Progress, challenges and opportunities”
Liu, Fanzhen (Recipient), Xue, Emma (Recipient), Wu, Jia (Recipient), Zhou, Chuan (Recipient), Hu, Wenbin (Recipient), Paris, Cecile (Recipient), Nepal, Surya (Recipient), Yang, Jian (Recipient) & Yu, Philip S. (Recipient), 2020
Prize
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Executive Dean's Commendation for Academic Excellence in Year 2 Master of Research
Liu, Fanzhen (Recipient), 2020
Prize: Honorary award
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