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Mr Zhengyi Yang
Associate Lecturer

Mr Zhengyi Yang

Engineering
Computer Science and Engineering

I am an Associate Lecturer in the School of Computer Science and Engineering, University of New South Wales (UNSW). I completed my PhD study in computer science at the Data and Knowledge Research Group, UNSW under the supervision of Prof. Xuemin Lin and Prof. Wenjie Zhang. Prior to that, I obtained my MEng degree in Mathematical Computation (First Class Honours) from University College London (UCL), where I was awarded the IBM sponsorship of Best Undergraduate Final Year Project. My primary research interests are graph database systems, distributed graph processing and graph mining.
  • Journal articles | 2023
    Ukey N; Yang Z; Li B; Zhang G; Hu Y; Zhang W, 2023, 'Survey on Exact kNN Queries over High-Dimensional Data Space', Sensors, vol. 23, pp. 629 - 629, http://dx.doi.org/10.3390/s23020629
    Journal articles | 2022
    Ma L; Zhang Y; Zhang H; Cheng L; Yang Z; Lu Y; Shi W; Li W; Zhuo J; Wang J; Fan L; Jiang T, 2022, 'BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network.', IEEE Trans Neural Netw Learn Syst, vol. PP, http://dx.doi.org/10.1109/TNNLS.2022.3213581
    Journal articles | 2022
    Xu W; Sun L; Zhen C; Liu B; Yang Z; Yang W, 2022, 'Deep Learning-Based Image Recognition of Agricultural Pests', Applied Sciences (Switzerland), vol. 12, pp. 12896 - 12896, http://dx.doi.org/10.3390/app122412896
    Journal articles | 2021
    Jin X; Yang Z; Lin X; Yang S; Qin L; Peng Y, 2021, 'FAST: FPGA-based Subgraph Matching on Massive Graphs', arXiv preprint arXiv:2102.10768
    Journal articles | 2019
    Lai L; Qing Z; Yang Z; Jin X; Lai Z; Wang R; Hao K; Lin X; Qin L; Zhang W; others , 2019, 'A Survey and Experimental Analysis of Distributed Subgraph Matching', arXiv preprint arXiv:1906.11518
  • Preprints | 2023
    Yang Z; Zhang W; Lin X; Zhang Y; Li S, 2023, HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on Hypergraphs, http://arxiv.org/abs/2302.06119v2
    Conference Papers | 2022
    Li X; Hao K; Yang Z; Cao X; Zhang W, 2022, 'Hop-Constrained s-t Simple Path Enumeration in Large Uncertain Graphs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer International Publishing, pp. 115 - 127, http://dx.doi.org/10.1007/978-3-031-15512-3_9
    Conference Papers | 2022
    Ukey N; Yang Z; Zhang G; Liu B; Li B; Zhang W, 2022, 'Efficient kNN Join over Dynamic High-Dimensional Data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 63 - 75, http://dx.doi.org/10.1007/978-3-031-15512-3_5
    Conference Papers | 2021
    Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, 'HUGE: An Efficient and Scalable Subgraph Enumeration System', in Proceedings of the ACM SIGMOD International Conference on Management of Data, ACM, Virtual Event China, pp. 2049 - 2062, presented at SIGMOD/PODS '21: International Conference on Management of Data, Virtual Event China, 20 June 2021, http://dx.doi.org/10.1145/3448016.3457237
    Preprints | 2021
    Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, HUGE: An Efficient and Scalable Subgraph Enumeration System, http://dx.doi.org/10.48550/arxiv.2103.14294
    Conference Papers | 2020
    Wang R; Yang Z; Zhang W; Lin X, 2020, 'An empirical study on recent graph database systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 328 - 340, http://dx.doi.org/10.1007/978-3-030-55130-8_29
    Conference Papers | 2019
    Hao K; Lai Z; Yang Z; Jin X; Lai L; Lin X, 2019, 'PatMat: A distributed pattern matching engine with Cypher', in International Conference on Information and Knowledge Management, Proceedings, pp. 2921 - 2924, http://dx.doi.org/10.1145/3357384.3357840
    Conference Papers | 2019
    Lai L; Qing Z; Yang Z; Jin X; Lai Z; Wang R; Hao K; Lin X; Qin L; Zhang W; Zhang Y; Qian Z; Zhou J, 2019, 'Distributed Subgraph Matching on Timely Dataflow', in Proc. VLDB Endow., VLDB Endowment, pp. 1099–1112 - 1099–1112, http://dx.doi.org/10.14778/3339490.3339494
    Preprints | 2019
    Lai L; Qing Z; Yang Z; Jin X; Lai Z; Wang R; Hao K; Lin X; Qin L; Zhang W; Zhang Y; Qian Z; Zhou J, 2019, A Survey and Experimental Analysis of Distributed Subgraph Matching, http://dx.doi.org/10.48550/arxiv.1906.11518
    Conference Papers | 2019
    Lai Z; Yang Z; Lai L, 2019, 'Improving distribued subgraph matching algorithm on timely dataflow', in Proceedings - 2019 IEEE 35th International Conference on Data Engineering Workshops, ICDEW 2019, pp. 266 - 273, http://dx.doi.org/10.1109/ICDEW.2019.000-2

My Teaching

COMP9311 Database Systems (22T2)