Zhengyi Yang's Publications

• SIGMOD (1) • VLDB (1) • ICDE (2) • WWW (2) • CIKM (1) • DASFAA (2) • WISE (2) • KSEM (1) • 

• Sorted by year • Journals • Conferences • 

Journal Articles

  1. Tianming Zhang, Xinwei Cai, Lu Chen, Zhengyi Yang, Yunjun Gao, Bin Cao, Jing Fan, "Towards efficient simulation-based constrained temporal graph pattern matching", World Wide Web, vol. 27, no. 3, pp. 22, Apr, 2024. [link]  [bibtex]  [abstract
  2. Sai Li, Peng Kou, Miao Ma, Haoyu Yang, Shuo Huang, Zhengyi Yang, "Application of Semi-Supervised Learning in Image Classification: Research on Fusion of Labeled and Unlabeled Data", IEEE Access, vol. 12, no. , pp. 27331–27343, 2024. [link]  [bibtex]  [abstract
  3. Nimish Ukey#, Guangjian Zhang#, Zhengyi Yang*, Binghao Li, Wei Li, Wenjie Zhang, "Efficient continuous kNN join over dynamic high-dimensional data", World Wide Web, Sep, 2023. [link]  [bibtex]  [abstract
  4. Nimish Ukey, Zhengyi Yang*, Binghao Li, Guangjian Zhang, Yiheng Hu, Wenjie Zhang, "Survey on Exact kNN Queries over High-Dimensional Data Space", Sensors, vol. 23, no. 2, 2023. [link]  [bibtex]  [abstract
  5. Liuyi Chen, Bocheng Han, Xuesong Wang, Jiazhen Zhao, Wenke Yang, Zhengyi Yang*, "Machine Learning Methods in Weather and Climate Applications: A Survey", Applied Sciences, vol. 13, no. 21, 2023. [link]  [bibtex]  [abstract
  6. Weixiao Xu, Lin Sun, Cheng Zhen, Bo Liu, Zhengyi Yang, Wenke Yang, "Deep Learning-Based Image Recognition of Agricultural Pests", Applied Sciences, vol. 12, no. 24, 2022. [link]  [bibtex]  [abstract

Conference Articles

  1. Tianming Zhang, Yunjun Gao, Jie Zhao, Lu Chen, Lu Jin, Zhengyi Yang, Bin Cao, Jing Fan, "Efficient Exact and Approximate Betweenness Centrality Computation for Temporal Graphs", Proceedings of The Web Conference 2024 (WWW), 2024. [bibtex
  2. Tianming Zhang, Junkai Fang, Zhengyi Yang, Bin Cao, Jing Fan, "TATKC: A Temporal Graph Neural Network for Fast Approximate Temporal Katz Centrality Ranking", Proceedings of The Web Conference 2024 (WWW), 2024. [bibtex
  3. Kaiyu Chen, Dong Wen, Wentao Li, Zhengyi Yang, Wenjie Zhang, "On Compressing Historical Cliques in Temporal Graphs", Proceedings of the 29th International Conference on Database Systems for Advanced Applications (DASFAA), 2024. [bibtex
  4. Zhengyi Yang, Wenjie Zhang, Xuemin Lin*, Ying Zhang, Shunyang Li, "HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on Hypergraphs", 2023 IEEE 39th International Conference on Data Engineering (ICDE), vol. , no. , pp. 2063–2076, 2023. [link]  [bibtex]  [abstract
  5. Kongzhang Hao, Long Yuan, Zhengyi Yang, Wenjie Zhang, Xuemin Lin, "Efficient and Scalable Distributed Graph Structural Clustering at Billion Scale", Proceedings of the 28th International Conference on Database Systems for Advanced Applications (DASFAA), pp. 234–251, 2023. [link]  [bibtex]  [abstract
  6. Nimish Ukey, Zhengyi Yang*, Wenke Yang, Binghao Li, Runze Li, "kNN Join for Dynamic High-Dimensional Data: A Parallel Approach", Proceedings of the 34th edition of the Australasian Database Conference (ADC), pp. 3–16, 2023. [link]  [bibtex]  [abstract
  7. Miao Ma, Zhengyi Yang*, Kongzhang Hao, Liuyi Chen, Chunling Wang, Yi Jin, "An Empirical Analysis of Just-in-Time Compilation in Modern Databases", Proceedings of the 34th edition of the Australasian Database Conference (ADC), pp. 227–240, 2023. [link]  [bibtex]  [abstract
  8. Wenqian Zhang, Zhengyi Yang*, Dong Wen, Xiaoyang Wang, "Efficient Distributed Core Graph Decomposition", 2023 IEEE International Conference on Data Mining Workshops (ICDMW), vol. , no. , pp. 1023–1031, 2023. [link]  [bibtex]  [abstract
  9. Xia Li, Kongzhang Hao, Zhengyi Yang, Xin Cao, Wenjie Zhang, Long Yuan, Xuemin Lin, "Hop-Constrained s-t Simple Path Enumeration in Billion-Scale Labelled Graphs", Proceedings of the 23rd International Conference on Web Information Systems Engineering (WISE), pp. 49–64, 2022. [link]  [bibtex]  [abstract
  10. Nimish Ukey, Zhengyi Yang*, Guangjian Zhang, Boge Liu, Binghao Li, Wenjie Zhang, "Efficient KNN Join Over Dynamic High-Dimensional Data", Proceedings of the 33rd edition of the Australasian Database Conference (ADC), pp. 63–75, 2022. [link]  [bibtex]  [abstract
  11. Xia Li, Kongzhang Hao, Zhengyi Yang, Xin Cao, Wenjie Zhang, "Hop-Constrained s-t Simple Path Enumeration In Large Uncertain Graphs", Proceedings of the 33rd edition of the Australasian Database Conference (ADC), pp. 115–127, 2022. [link]  [bibtex]  [abstract
  12. Zhengyi Yang, Longbin Lai, Xuemin Lin, Kongzhang Hao, Wenjie Zhang, "HUGE: An Efficient and Scalable Subgraph Enumeration System", Proceedings of the 2021 International Conference on Management of Data (SIGMOD), pp. 2049–2062, 2021. [link]  [bibtex]  [abstract
  13. Xin Jin, Zhengyi Yang, Xuemin Lin, Shiyu Yang, Lu Qin, You Peng, "FAST: FPGA-based Subgraph Matching on Massive Graphs", 2021 IEEE 37th International Conference on Data Engineering (ICDE), vol. , no. , pp. 1452–1463, 2021. [link]  [bibtex]  [abstract
  14. Shunyang Li, Zhengyi Yang, Xianhang Zhang, Wenjie Zhang, Xuemin Lin, "SQL2Cypher: Automated Data and Query Migration from RDBMS to GDBMS", Proceedings of the 22nd International Conference on Web Information Systems Engineering (WISE), pp. 510–517, 2021. [link]  [bibtex]  [abstract
  15. Ran Wang, Zhengyi Yang, Wenjie Zhang, Xuemin Lin, "An Empirical Study on Recent Graph Database Systems", Proceedings of the 14th International Conference on Knowledge Science, Engineering and Management (KSEM), pp. 328–340, 2020. [link]  [bibtex]  [abstract
  16. Zhengmin Lai, Zhengyi Yang, Longbin Lai, "Improving Distributed Subgraph Matching Algorithm on Timely Dataflow", 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW), vol. , no. , pp. 266–273, 2019. [link]  [bibtex]  [abstract
  17. Longbin Lai, Zhu Qing, Zhengyi Yang, Xin Jin, Zhengmin Lai, Ran Wang, Kongzhang Hao, Xuemin Lin, Lu Qin, Wenjie Zhang, Ying Zhang, Zhengping Qian, Jingren Zhou, "Distributed Subgraph Matching on Timely Dataflow", Proc. VLDB Endow. (VLDB), vol. 12, no. 10, pp. 1099–1112, June, 2019. [link]  [bibtex]  [abstract
  18. Kongzhang Hao, Zhengyi Yang, Longbin Lai, Zhengmin Lai, Xin Jin, Xuemin Lin, "PatMat: A Distributed Pattern Matching Engine with Cypher", Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), pp. 2921–2924, 2019. [link]  [bibtex]  [abstract