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Efficient Processing of Large Scale Multi-dimensional Graphs

Project Member(s): Zhang, Y.

Funding or Partner Organisation: Australian Research Council (ARC Discovery Projects)
Australian Research Council (ARC Discovery Projects)

Start year: 2018

Publications:

Li, W, Qiao, M, Qin, L, Zhang, Y, Chang, L & Lin, X 2019, 'Eccentricities on small-world networks', VLDB Journal.
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Zhang, F, Li, C, Zhang, Y, Qin, L & Zhang, W 2019, 'Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems', IEEE Transactions on Knowledge and Data Engineering.
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Chen, X, Cao, X, Xu, Z, Zhang, Y, Shang, S & Zhang, W 2019, 'Accelerate MaxBRkNN Search by kNN estimation', Proceedings - International Conference on Data Engineering, pp. 1730-1733.
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Fang, Y, Huang, X, Qin, L, Zhang, Y, Zhang, W, Cheng, R & Lin, X 2019, 'A survey of community search over big graphs', VLDB Journal.
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Li, W, Zhang, Y, Qiao, M, Chang, L, Qin, L & Lin, X 2019, 'Scaling distance labeling on small-world networks', Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1060-1077.
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Liu, W, Hanchen, W, Ying, Z, Wei, W & Lu, Q 2019, 'I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional Space', IEEE 35th International Conference on Data Engineering, Macao.
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Yang, Y, Zhang, W, Zhang, Y, Lin, X & Wang, L 2019, 'Selectivity estimation on set containment search', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 330-349.
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Zhang, W, Zhang, F, Zhang, Y & Qin, L 2019, 'Cohesive subgraphs with hierarchical decomposition on big graphs', Database Systems for Advanced Applications DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA Chiang Mai, Thailand, April 22–25, 2019 Proceedings, International Conference on Database Systems for Advanced Applications, Springer, Thailand, pp. 587-589.
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Zhang, Y, Qin, L, Zhang, F & Zhang, W 2019, 'Hierarchical decomposition of big graphs', Proceedings - International Conference on Data Engineering, pp. 2064-2067.
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Xu, D, Tsang, IW & Zhang, Y 2018, 'Online Product Quantization', IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 11, pp. 2185-2198.
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Ouyang, D, Qin, L, Chang, L, Lin, X, Zhang, Y & Zhu, Q 2018, 'When Hierarchy meets 2-hop-labeling: Effiicient shortest distance ?eries on road networks', Proceedings of the ACM SIGMOD International Conference on Management of Data, International Conference on Management of Data, AMC, Houston, TX, USA, pp. 709-724.
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Qiu, X, Cen, W, Qian, Z, Peng, Y, Zhang, Y, Lin, X & Zhou, J 2018, 'Real-time constrained cycle detection in large dynamic graphs', Proceedings of the VLDB Endowment, pp. 1876-1888.
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Zhang, F, Yuan, L, Zhang, Y, Qin, L, Lin, X & Zhou, A 2018, 'Discovering strong communities with user engagement and tie strength', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Database Systems for Advanced Applications, Springer Link, Gold Coast, QLD, Australia, pp. 425-441.
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Wang, X, Qin, L, Lin, X, Zhang, Y & Chang, L 2017, 'Leveraging set relations in exact set similarity join', Proceedings of the VLDB Endowment, vol. 10, no. 9, pp. 925-936.
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Liu, B, Chen, L, Zhu, X, Zhang, Y & Zhang, C 2017, 'Protecting Location Privacy in Spatial Crowdsourcing using Encrypted Data', 20th International Conference on Extending Database Technology (EDBT), International Conference on Extending Database Technology, Open Proceedings, Venice, Italy.
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FOR Codes: Database Management, Pattern Recognition and Data Mining, Expanding Knowledge in the Information and Computing Sciences, Environmental Lifecycle Assessment, Road Public Transport