Research output per year
Research output per year
Personal profile
Biography
Dr. Taotao Cai is a Postdoctoral Research Fellow in the School of Computing at Macquarie University. Before moving to Macquarie, Taotao worked as an Associate Research Fellow at the School of Information Technology, Deakin University. Taotao possesses a Ph.D. degree from Deakin University, Australia, and Masters in Computer Science from Shenzhen University, P.R.China. Taotao's research interests include, but are not limited to, graph data processing, social network analytics and computing, and data mining. Taotao has published a series of papers in these research domains with most of them in journals and conferences of repute, i.e., TKDE, ICDE, and Information Systems.
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Towards multi-user, secure, and verifiable kNN query in cloud database
Cui, N., Qian, K., Cai, T., Li, J., Yang, X., Cui, J. & Zhong, H., 20 Jan 2023, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering.Research output: Contribution to journal › Article › peer-review
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A survey on deep learning based knowledge tracing
Song, X., Li, J., Cai, T., Yang, S., Yang, T. & Liu, C., 22 Dec 2022, In: Knowledge-Based Systems. 258, p. 1-12 12 p., 110036.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Incremental graph computation: anchored vertex tracking in dynamic social networks
Cai, T., Yang, S., Li, J., Sheng, Q. Z., Yang, J., Wang, X., Zhang, W. E. & Gao, L., 17 Aug 2022, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Robust cross-network node classification via constrained graph mutual information
Yang, S., Cai, B., Cai, T., Song, X., Jiang, J., Li, B. & Li, J., 5 Dec 2022, In: Knowledge-Based Systems. 257, p. 1-10 10 p., 109852.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
Target-aware holistic influence maximization in spatial social networks
Cai, T., Li, J., Mian, A., Li, R-H., Sellis, T. & Yu, J. X., 1 Apr 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 4, p. 1993-2007 15 p.Research output: Contribution to journal › Article › peer-review
75 Citations (Scopus)