Biblio

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2005
Liu, Z., J. Xu Yu, X. Lin, H. Lu, and W. Wang 0011, "Locating Motifs in Time-Series Data", PAKDD, pp. 343-353, 2005.
2011
Wu, D., Y. Ke, J. Xu Yu, P. S. Yu, and L. Chen 000, 2, "Leadership discovery when data correlatively evolve", World Wide Web, vol. 14, no. 1, pp. 1-25, 2011.
Li, R-H., J. Xu Yu, and J. Liu, "Link prediction: the power of maximal entropy random walk", CIKM, pp. 1147-1156, 2011.
2021
Zhao, K., J. Xu Yu, H. Zhang, Q. Li, and Y. Rong, "A Learned Sketch for Subgraph Counting", SIGMOD, pp. 2142-2155, 2021.
Zhang, X., K. Xie, S. Wang, and Z. Huang, "Learning Based Proximity Matrix Factorization for Node Embedding", KDD, pp. 2243-2253, 2021.
2022
Zhao, K., J. Xu Yu, Z. He, R. Li, and H. Zhang, "Lightweight and Accurate Cardinality Estimation by Neural Network Gaussian Process", SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022: ACM, pp. 973–987, 2022.
2023
Zhao, K., J. Xu Yu, Q. Li, H. Zhang, and Y. Rong, "Learned sketch for subgraph counting: a holistic approach", The VLDB Journal, pp. 1–26, 2023.
Zhao, K., Z. He, J. Xu Yu, and Y. Rong, "Learning with small data: subgraph counting queries", Data Science and Engineering, pp. 1–14, 2023.