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Dr Zhengyi Yang

Dr Zhengyi Yang

Visiting Lecturer
  • PhD in Computer Science, UNSW
  • MEng in Mathematical Computation, UCL
Arts, Design & Architecture (ADA)
School of Built Environment

Dr Zhengyi Yang is an Adjunct Lecturer at UNSW. His research focuses on data systems and AI, including graph data management, high-performance systems, and data-centric AI.
  • Book Chapters | 2026
    Ding Y; Zhao Y; Zhang W; Yang Z; Yang W; Wen D; Wang X, 2026, 'An Experimental Study of Graph Pattern Mining Systems', in , pp. 49 - 63, http://dx.doi.org/10.1007/978-981-95-6196-4_4
    Book Chapters | 2026
    Han B; Chen Z; Ding Y; Jiang W; Zhang Y; Shepherd J; Wen D; Yang Z, 2026, 'Counting the Number of Hop-Constrained Simple S-T Paths in Large Graphs', in , pp. 375 - 387, http://dx.doi.org/10.1007/978-981-95-7251-9_25
    Book Chapters | 2026
    He H; Yang Z; Wen D; Yang W; Shepherd J, 2026, 'Graph Reachability Queries: Empirical Evaluation and Practical Guidelines', in , pp. 361 - 373, http://dx.doi.org/10.1007/978-981-95-7394-3_25
    Book Chapters | 2026
    Tang X; Ding Y; Yang Z; Chen Y; Gu Y; Yang W; Ju M; Cao X; Liu Y; Zhang W, 2026, 'Do They Understand Them? An Updated Evaluation on Nonbinary Pronoun Handling in Large Language Models', in , pp. 204 - 219, http://dx.doi.org/10.1007/978-981-95-4969-6_16
    Book Chapters | 2026
    Wang W; Yu J; Yang Z; Ju M; Yu S; Wu J; Liu L; Liu Y; Shepherd J; Zhang W, 2026, 'AEFA: An Ensemble Framework for Fraud Detection in the Forex Market', in , pp. 34 - 49, http://dx.doi.org/10.1007/978-981-95-3459-3_3
    Book Chapters | 2026
    Zhang H; Zhang T; Yang Z; Wang W; Ju M; Wen D; Cao B, 2026, 'Temporal Katz Centrality Estimation with Temporal Graph Neural Networks', in , pp. 231 - 239, http://dx.doi.org/10.1007/978-981-95-3462-3_18
    Book Chapters | 2025
    Ding Y; Lin H; Yang Z; Wen D; Wang X; Zhang W, 2025, 'An Experimental Comparison of RDF Systems on Cloud', in , pp. 30 - 43, http://dx.doi.org/10.1007/978-981-96-1242-0_3
    Book Chapters | 2025
    He H; Yang Z; Wen D; Zhang W; Yu M; Yang W; Zhang W, 2025, 'A Survey on Efficient Graph Reachability Queries', in , pp. 58 - 77, http://dx.doi.org/10.1007/978-981-96-8295-9_4
    Book Chapters | 2025
    Li X; Wu Y; Wang X; Yang Z; Zhang W; Zhang Y, 2025, 'Keyword-Based Betweenness Centrality Maximization in Attributed Graphs', in , pp. 209 - 223, http://dx.doi.org/10.1007/978-981-96-1242-0_16
    Book Chapters | 2025
    Ukey N; Zhang G; Yang Z; Wang X; Li B; Saydam S; Zhang W, 2025, 'A Cluster-Based Approach to kNN Join Over Batch-Dynamic High-Dimensional Data', in , pp. 81 - 96, http://dx.doi.org/10.1007/978-981-96-0814-0_6
    Book Chapters | 2025
    Wu J; Tang X; Yang Z; Hao K; Lai L; Liu Y, 2025, 'An Experimental Evaluation of LLM on Image Classification', in , pp. 506 - 518, http://dx.doi.org/10.1007/978-981-96-1242-0_37
    Book Chapters | 2025
    Yan H; Yang Z; Zhang T; Wen D; Luo Q; Ukey N, 2025, 'Approximating Temporal Katz Centrality with Monte Carlo Methods', in , pp. 3 - 16, http://dx.doi.org/10.1007/978-981-96-0055-7_1
    Book Chapters | 2024
    Chen K; Wen D; Li W; Yang Z; Zhang W, 2024, 'On Compressing Historical Cliques in Temporal Graphs', in , pp. 37 - 53, http://dx.doi.org/10.1007/978-981-97-5552-3_3
    Book Chapters | 2024
    Ding Y; Yang Z; Li S; Chen L; Ning H; Hao K; Liu Y, 2024, 'FGAQ: Accelerating Graph Analytical Queries Using FPGA', in , pp. 357 - 361, http://dx.doi.org/10.1007/978-981-97-7244-5_25
    Book Chapters | 2024
    Ma M; Yang Z; Hao K; Chen L; Wang C; Jin Y, 2024, 'An Empirical Analysis of Just-in-Time Compilation in Modern Databases', in Bao Z; Borovica-Gajic R; Qiu R; Choudhury F; Yang Z (ed.), , SPRINGER INTERNATIONAL PUBLISHING AG, pp. 227 - 240, http://dx.doi.org/10.1007/978-3-031-47843-7_16
    Book Chapters | 2024
    Ning H; Han B; Yang Z; Hao K; Ma M; Wang C; Liu B; Chen X; Hao Y; Jin Y; Zhang W; Zhang C, 2024, 'Exploring Simple Architecture of Just-in-Time Compilation in Databases', in , pp. 504 - 514, http://dx.doi.org/10.1007/978-981-97-7244-5_44
    Book Chapters | 2024
    Ukey N; Yang Z; Yang W; Li B; Li R, 2024, 'kNN Join for Dynamic High-Dimensional Data: A Parallel Approach', in Bao Z; Borovica-Gajic R; Qiu R; Choudhury F; Yang Z (ed.), , SPRINGER INTERNATIONAL PUBLISHING AG, pp. 3 - 16, http://dx.doi.org/10.1007/978-3-031-47843-7_1
    Book Chapters | 2024
    Yang W; Yang Z; Chen L; Yan R; Yang Z; Zhang L; Tang Y, 2024, 'Parallel Program Generation for Hybrid Tabular-Textual Question Answering', in , pp. 121 - 137, http://dx.doi.org/10.1007/978-981-97-7232-2_9
    Book Chapters | 2023
    Hao K; Yuan L; Yang Z; Zhang W; Lin X, 2023, 'Efficient and Scalable Distributed Graph Structural Clustering at Billion Scale', in , pp. 234 - 251, http://dx.doi.org/10.1007/978-3-031-30675-4_16
    Book Chapters | 2022
    2022, 'Hop-Constrained s-t Simple Path Enumeration in Billion-Scale Labelled Graphs', in Web Information Systems Engineering – WISE 2022, Springer International Publishing, pp. 49 - 64, http://dx.doi.org/10.1007/978-3-031-20891-1_5
    Book Chapters | 2021
    Li S; Yang Z; Zhang X; Zhang W; Lin X, 2021, 'SQL2Cypher: Automated Data and Query Migration from RDBMS to GDBMS', in Web Information Systems Engineering – WISE 2021, pp. 510 - 517, http://dx.doi.org/10.1007/978-3-030-91560-5_39
  • Journal articles | 2026
    Gan L; Yang Z; Liu Y; Wang Y; An X, 2026, 'FOR: Point Cloud Outlier Removal Based on Fuzzy Theory and Informativeness and Its Application to 3D Object Detection', Sensors, 26, http://dx.doi.org/10.3390/s26103070
    Journal articles | 2026
    Huan C; Yao R; Ma S; Gu R; Yang Z; Chen L; Wang Z; Zhang M; Xi F; Chen G; Tian C, 2026, 'CMANNS: GPU-Accelerated Graph Index Construction for ANNS via Compute–Memory Disaggregation', Proceedings of the ACM on Management of Data, 4, pp. 1 - 27, http://dx.doi.org/10.1145/3802027
    Journal articles | 2026
    Luo Q; Yang Z; Zhang W; Zhou A; Yu D; Cheng X; Lin X; Guo S, 2026, 'Hypergraph decomposition with intersection bounds', VLDB Journal, 35, http://dx.doi.org/10.1007/s00778-026-00985-5
    Journal articles | 2026
    Xu H; He H; Zhi Q; Yang Z; Han B, 2026, 'YOLO-DSNet for Small Target Detection', Applied Sciences Switzerland, 16, http://dx.doi.org/10.3390/app16031493
    Journal articles | 2026
    Yan D; Ding Y; Sunindijo RY; Wang CC; Yang Z, 2026, 'Key factors in women’s managerial advancement in the construction industry: insights from machine learning', International Journal of Construction Management, 26, pp. 679 - 693, http://dx.doi.org/10.1080/15623599.2025.2532114
    Journal articles | 2026
    Yan D; Ding Y; Wang CC; Sunindijo RY; Yang Z, 2026, 'Pathways to Leadership in the Australian Construction Industry: A Comparative Social Network Analysis Using LinkedIn Profiles', Buildings, 16, pp. 727 - 727, http://dx.doi.org/10.3390/buildings16040727
    Journal articles | 2026
    Yan D; Liu J; Han B; Yang Z; He J; Xu J; Sunindijo RY; Wang CC, 2026, 'Improving Access to Building Licensing Information in Australia: Design and Development of a Graph-Based Retrieval-Augmented Generation (RAG) Artificial Intelligence (AI) System', Buildings, 16, pp. 1224 - 1224, http://dx.doi.org/10.3390/buildings16061224
    Journal articles | 2026
    Yan D; Sunindijo RY; Wang CC; Ding Y; Yang Z, 2026, 'Gendered Self-Presentation in the Construction Industry: Insights from LinkedIn Narratives and In-Depth Interviews', Journal of Construction Engineering and Management, 152, pp. 04026138, http://dx.doi.org/10.1061/JCEMD4.COENG-17771
    Journal articles | 2026
    Zhang W; Yang Z; Wen D; Ding Y; Zhang W; Lin X, 2026, 'Nucleus Decomposition Revisited: An Efficient Counting-Based Approach', Proceedings of the ACM on Management of Data, 4, pp. 1 - 26, http://dx.doi.org/10.1145/3802092
    Journal articles | 2025
    Chen L; Ding Y; Tang X; Chen F; Gong S; Zhou X; Yang Z, 2025, 'Accelerating Streaming Subgraph Matching via Vector Databases', Intelligent Computing, 4, http://dx.doi.org/10.34133/icomputing.0131
    Journal articles | 2025
    Chen Z; Liang K; Yuan L; Zhang W; Yang Z, 2025, 'Recent Advances in Efficient Dynamic Graph Processing', Applied Sciences Switzerland, 15, http://dx.doi.org/10.3390/app15116003
    Journal articles | 2025
    Guo XX; Zhou W; Yang ZY; Wen JH; Yang JJ; Liu M, 2025, 'Denoising Implicit Feedback with Self-Supervised Graph Convolution Network and Attention Mechanism for Social Recommendation', Tien Tzu Hsueh Pao/Acta Electronica Sinica, 53, pp. 151 - 162, http://dx.doi.org/10.12263/DZXB.20230387
    Journal articles | 2025
    Hu L; Han G; Liu S; Ren Y; Wang X; Liu Y; Wen J; Yang Z, 2025, 'Multi-View Contrastive Fusion POI Recommendation Based on Hypergraph Neural Network', Mathematics, 13, http://dx.doi.org/10.3390/math13060998
    Journal articles | 2025
    Huan C; Yang Z; Yang H; Ma S; Gu R; Xi F; Liu Y; Chen G; Tian C, 2025, 'Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine', Proceedings of the ACM on Management of Data, 3, pp. 1 - 30, http://dx.doi.org/10.1145/3769795
    Journal articles | 2025
    Luo Q; Zhang W; Yang Z; Yu D; Lin X; Wang L, 2025, 'Efficient indexing and searching of constrained core in hypergraphs', VLDB Journal, 34, http://dx.doi.org/10.1007/s00778-025-00915-x
    Journal articles | 2025
    Tang X; Chen L; Yang W; Yang Z; Ju M; Shu X; Yang Z; Tang Y, 2025, 'Tabular-textual question answering: From parallel program generation to large language models', World Wide Web, 28, http://dx.doi.org/10.1007/s11280-025-01351-1
    Journal articles | 2025
    Yan D; Ding Y; Sunindijo RY; Wang CC; Yang ZHENGYI, 2025, 'Career progression of female and male managers in the Australian construction industry: a comparative analysis using LinkedIn data', International Journal of Construction Management, 25, pp. 1824 - 1833, http://dx.doi.org/10.1080/15623599.2025.2482220
    Journal articles | 2025
    Zhang T; Fang J; Chen X; Yang Z; Cao B, 2025, 'Enhanced temporal graph neural network for predicting future citations on academic graphs: A dual clustering-driven and centrality-guided approach', Knowledge Based Systems, 329, http://dx.doi.org/10.1016/j.knosys.2025.114282
    Journal articles | 2025
    Zhang T; Zhang R; Yang Z; Chen L; Gao Y; Yang X, 2025, 'TemsRoute: A temporally and socially aware routing framework for delay-tolerant networks', Ad Hoc Networks, 169, http://dx.doi.org/10.1016/j.adhoc.2025.103755
    Journal articles | 2025
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2025, 'Preface', Communications in Computer and Information Science, 2246, pp. v - vi
    Journal articles | 2025
    Zhang W; Yang Z; Wen D; Li W; Zhang W; Lin X, 2025, 'Accelerating Core Decomposition in Billion-Scale Hypergraphs', Proceedings of the ACM on Management of Data, 3, pp. 1 - 27, http://dx.doi.org/10.1145/3709656
    Journal articles | 2024
    Li L; Li Z; Guo F; Yang H; Wei J; Yang Z, 2024, 'Prototype Comparison Convolutional Networks for One-Shot Segmentation', IEEE Access, 12, pp. 54978 - 54990, http://dx.doi.org/10.1109/ACCESS.2024.3387742
    Journal articles | 2024
    Li S; Kou P; Ma M; Yang H; Huang S; Yang Z, 2024, 'Application of Semi-Supervised Learning in Image Classification: Research on Fusion of Labeled and Unlabeled Data', IEEE Access, 12, pp. 27331 - 27343, http://dx.doi.org/10.1109/ACCESS.2024.3367772
    Journal articles | 2024
    Wei J; Yang Z; Luo Q; Zhang Y; Qin L; Zhang W, 2024, 'High-Order Local Clustering on Hypergraphs', ICST Transactions on Scalable Information Systems, 11, http://dx.doi.org/10.4108/eetsis.7431
    Journal articles | 2024
    Zhang T; Cai X; Chen L; Yang Z; Gao Y; Cao B; Fan J, 2024, 'Towards efficient simulation-based constrained temporal graph pattern matching', World Wide Web, 27, http://dx.doi.org/10.1007/s11280-024-01259-2
    Journal articles | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2024, 'Preface', Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 14961 LNCS, pp. v - vi
    Journal articles | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2024, 'Preface', Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 14962 LNCS, pp. v - vi
    Journal articles | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2024, 'Preface', Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 14963 LNCS, pp. v - vi
    Journal articles | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2024, 'Preface', Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 14964 LNCS, pp. v - vi
    Journal articles | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2024, 'Preface', Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 14965 LNCS, pp. v - vi
    Journal articles | 2024
    Zhang W; Yang Z, 2024, 'Methods and Applications of Data Management and Analytics', Applied Sciences Switzerland, 14, http://dx.doi.org/10.3390/app142411637
    Journal articles | 2023
    Chen L; Han B; Wang X; Zhao J; Yang W; Yang Z, 2023, 'Machine Learning Methods in Weather and Climate Applications: A Survey', Applied Sciences Switzerland, 13, http://dx.doi.org/10.3390/app132112019
    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, 23, http://dx.doi.org/10.3390/s23020629
    Journal articles | 2023
    Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, 2023, 'Efficient continuous kNN join over dynamic high-dimensional data', World Wide Web, 26, pp. 3759 - 3794, http://dx.doi.org/10.1007/s11280-023-01204-9
    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, 12, http://dx.doi.org/10.3390/app122412896
    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 | 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
  • Conference Papers | 2026
    Ding Y; Yan D; Tang X; Lu Z; Zhang W; Sunindijo RY; Wang CC; Yang Z, 2026, 'Building Futures: LLM-Guided Career Pathways for Australia's Construction Graduates', in Proceedings of the IEEE International Conference on Big Data and Smart Computing Bigcomp, pp. 433 - 436, http://dx.doi.org/10.1109/BigComp68355.2026.00075
    Conference Papers | 2026
    Huan C; Meng Z; Yang Z; Liu Y; Zhang J; Wang Q; Wang J; Ma S; Wang Z; Zhang M; Gu R; Wang B; Chen G; Tian C, 2026, 'BCCE: Block-Centric GPU Co-Design for Real-Time Range-Top-K Query at Scale', in Proceedings of the 35th International Symposium on High-Performance Parallel and Distributed Computing, ACM, pp. 249 - 264, presented at HPDC '26: 35th International Symposium on High-Performance Parallel and Distributed Computing, http://dx.doi.org/10.1145/3806645.3807585
    Conference Papers | 2026
    Liu J; Chen Z; Qiao S; Ju M; Zhang D; Han B; Yu S; Shu X; Wu J; Wen D; Cao X; Liu G; Yang Z, 2026, 'A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning', in Proceedings 2026 IEEE 42nd International Conference on Data Engineering Workshops Icdew 2026, pp. 187 - 196, http://dx.doi.org/10.1109/ICDEW71238.2026.00024
    Conference Papers | 2026
    Ma Z; Huang W; Wen D; Wang H; Yang Z, 2026, 'Computing Historical k-Core in Parallel', in Lecture Notes in Computer Science, pp. 18 - 32, http://dx.doi.org/10.1007/978-981-95-6196-4_2
    Conference Papers | 2026
    Shu X; Ju M; Chen Z; Ding Y; Zhang W; Wen D; Yang Z, 2026, 'ForexAgent: Identifying Trading Strategies in Forex Markets with Large Language Models', in Proceedings of the IEEE International Conference on Big Data and Smart Computing Bigcomp, pp. 55 - 62, http://dx.doi.org/10.1109/BigComp68355.2026.00019
    Conference Papers | 2026
    Xu Z; Cao X; Yang Z, 2026, 'ReaCH-TGN: Contrastive Hop and Time-Aware Temporal Graph Network for Reachability Prediction', in Lecture Notes in Computer Science, pp. 208 - 222, http://dx.doi.org/10.1007/978-981-95-6196-4_15
    Preprints | 2026
    Yan D; Liu J; Han B; Yang Z; He J; Xu J; Sunindijo RY; Wang CC, 2026, Improving Access to Building Licensing Information in Australia: Design and Development of a Graph-Based Retrieval-Augmented Generation (RAG) Artificial Intelligence (AI) System, http://dx.doi.org/10.20944/preprints202602.0640.v1
    Conference Papers | 2026
    Zhang T; Zhang R; Yang Z; Gao Y; Cao B; Fan J, 2026, 'CLGNN: A Contrastive Learning-based GNN for Temporal Betweenness Prediction under Extreme Value Imbalance', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 1505 - 1516, http://dx.doi.org/10.1145/3774904.3792709
    Conference Papers | 2025
    Chen K; Wen D; Wang H; Yang Z; Zhang W; Lin X, 2025, 'Covering K-Cliques in Billion-Scale Graphs', in Www 2025 Proceedings of the ACM Web Conference, pp. 2299 - 2308, http://dx.doi.org/10.1145/3696410.3714897
    Conference Papers | 2025
    Chen L; Hu Y; Yang Z; Zhou X; Zhang W; Li K, 2025, 'Efficient Partition-based Approaches for Diversified Top-K Subgraph Matching', in Proceedings of the VLDB Endowment, pp. 698 - 712, http://dx.doi.org/10.14778/3785297.3785310
    Preprints | 2025
    Chen L; Hu Y; Yang Z; Zhou X; Zhang W; Li K, 2025, Efficient Partition-based Approaches for Diversified Top-k Subgraph Matching, http://dx.doi.org/10.48550/arxiv.2511.19008
    Conference Papers | 2025
    Chen Z; Chen K; Wen D; Yang Z; Li W; Zhang Y, 2025, 'Accelerating Shortest Path Counting on Road Networks', in Proceedings International Conference on Data Engineering, pp. 3508 - 3521, http://dx.doi.org/10.1109/ICDE65448.2025.00262
    Conference Papers | 2025
    Ding Y; Lin H; Yang Z; Wen D; Wang X; Zhang W, 2025, 'An Experimental Comparison of RDF Systems on Cloud', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 30 - 43, http://dx.doi.org/10.1007/978-981-96-1242-0_3
    Conference Papers | 2025
    Han Y; Chen L; Wang H; Chen Z; Zhang Y; Yang C; Hao K; Yang Z, 2025, 'Learning from the Past: Adaptive Parallelism Tuning for Stream Processing Systems', in Proceedings International Conference on Data Engineering, pp. 3535 - 3548, http://dx.doi.org/10.1109/ICDE65448.2025.00264
    Preprints | 2025
    Han Y; Chen L; Wang H; Chen Z; Zhang Y; Yang C; Hao K; Yang Z, 2025, Learning from the Past: Adaptive Parallelism Tuning for Stream Processing Systems, http://dx.doi.org/10.48550/arxiv.2504.12074
    Conference Papers | 2025
    He H; Yang Z; Wen D; Zhang W; Yu M; Yang W; Zhang W, 2025, 'A Survey on Efficient Graph Reachability Queries', in Lecture Notes in Computer Science, pp. 58 - 77, http://dx.doi.org/10.1007/978-981-96-8295-9_4
    Conference Papers | 2025
    Lai L; Luo C; Lou Y; Ju M; Yang Z, 2025, 'Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 147 - 150, http://dx.doi.org/10.1145/3722212.3725106
    Conference Papers | 2025
    Li X; Wu Y; Wang X; Yang Z; Zhang W; Zhang Y, 2025, 'Keyword-Based Betweenness Centrality Maximization in Attributed Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 209 - 223, http://dx.doi.org/10.1007/978-981-96-1242-0_16
    Conference Papers | 2025
    Li X; Yang Z; Hao K; Shu X; Cao X; Zhang W, 2025, 'Distributed Hop-Constrained s-t Simple Path Enumeration in Labelled Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 265 - 278, http://dx.doi.org/10.1007/978-981-96-1242-0_20
    Conference Papers | 2025
    Liu B; Wang C; Chen X; Hao Y; Yang Z; Jin Y; Yang Y; Yang W; Zhang W; Zhang W, 2025, 'PhoebeDB: A Disk-Based RDBMS Kernel for High-Performance and Cost-Effective OLTP', in Advances in Database Technology Edbt, pp. 996 - 1004, http://dx.doi.org/10.48786/edbt.2025.82
    Preprints | 2025
    Tang X; Ding Y; Yang Z; Chen Y; Gu Y; Yang W; Ju M; Cao X; Liu Y; Zhang W, 2025, Do They Understand Them? An Updated Evaluation on Nonbinary Pronoun Handling in Large Language Models, http://dx.doi.org/10.48550/arxiv.2508.00788
    Conference Papers | 2025
    Tao Z; Qiao Z; Chen C; Yang Z; Du L; Sun Q, 2025, 'On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing', in Cikm 2025 Proceedings of the 34th ACM International Conference on Information and Knowledge Management, pp. 2842 - 2852, http://dx.doi.org/10.1145/3746252.3761008
    Preprints | 2025
    Tao Z; Qiao Z; Chen C; Yang Z; Du L; Sun Q, 2025, On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing, http://dx.doi.org/10.48550/arxiv.2501.14600
    Conference Papers | 2025
    Ukey N; Zhang G; Yang Z; Wang X; Li B; Saydam S; Zhang W, 2025, 'A Cluster-Based Approach to kNN Join Over Batch-Dynamic High-Dimensional Data', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 81 - 96, http://dx.doi.org/10.1007/978-981-96-0814-0_6
    Conference Papers | 2025
    Xu Z; Yang Z; Chen X; He H; Cao X, 2025, 'Efficient Answering of k-Reachability on Temporal Bipartite Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 224 - 238, http://dx.doi.org/10.1007/978-981-96-1242-0_17
    Conference Papers | 2024
    Luo Q; Zhang W; Yang Z; Wen D; Wang X; Yu D; Lin X, 2024, 'Hierarchical Structure Construction on Hypergraphs', in International Conference on Information and Knowledge Management Proceedings, pp. 1597 - 1606, http://dx.doi.org/10.1145/3627673.3679765
    Conference Papers | 2024
    Yan D; Sunindijo R; Wang C; Yang Z, 2024, 'COMPARING THE CAREER PATHS OF MALE AND FEMALE MANAGERS IN THE CONSTRUCTION INDUSTRY: INSIGHTS FROM LINKEDIN DATA', in Association of Researchers in Construction Management, ARCOM 2024 - Proceedings of the 40th Annual Conference, Association of Researchers in Construction Management, London, UK,, pp. 247 - 256, presented at 40th Annual ARCOM Conference, London, UK,, 02 September 2024 - 04 September 2024, http://dx.doi.org/10.26190/unsworks/30849
    Conference Papers | 2024
    Zhang T; Fang J; Yang Z; Cao B; Fan J, 2024, 'TATKC: A Temporal Graph Neural Network for Fast Approximate Temporal Katz Centrality Ranking', in Www 2024 Proceedings of the ACM Web Conference, pp. 527 - 538, http://dx.doi.org/10.1145/3589334.3645432
    Conference Papers | 2024
    Zhang T; Gao Y; Zhao J; Chen L; Jin L; Yang Z; Cao B; Fan J, 2024, 'Efficient Exact and Approximate Betweenness Centrality Computation for Temporal Graphs', in Www 2024 Proceedings of the ACM Web Conference, pp. 2395 - 2406, http://dx.doi.org/10.1145/3589334.3645438
    Conference Proceedings (Editor of) | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, (eds.), 2024, 'Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part I', presented at APWeb-WAIM 2024, 30 August 2024, http://dx.doi.org/10.1007/978-981-97-7232-2
    Conference Proceedings (Editor of) | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, (eds.), 2024, 'Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part II', presented at APWeb-WAIM 2024, 30 August 2024, http://dx.doi.org/10.1007/978-981-97-7235-3
    Conference Proceedings (Editor of) | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, (eds.), 2024, 'Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part III', presented at APWeb-WAIM 2024, 30 August 2024, http://dx.doi.org/10.1007/978-981-97-7238-4
    Conference Proceedings (Editor of) | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, (eds.), 2024, 'Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part IV', presented at APWeb-WAIM 2024, 30 August 2024, http://dx.doi.org/10.1007/978-981-97-7241-4
    Conference Proceedings (Editor of) | 2024
    Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, (eds.), 2024, 'Web and Big Data - 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part V', presented at APWeb-WAIM 2024, 30 August 2024, http://dx.doi.org/10.1007/978-981-97-7244-5
    Preprints | 2023
    Chen L; Han B; Wang X; Zhao J; Yang W; Yang Z, 2023, Machine Learning Methods in Climate Prediction: A Survey, http://dx.doi.org/10.20944/preprints202309.1764.v1
    Preprints | 2023
    Chen L; Han B; Wang X; Zhao J; Yang W; Yang Z, 2023, Machine Learning Methods in Weather and Climate Applications: A Survey, http://dx.doi.org/10.20944/preprints202309.1764.v2
    Preprints | 2023
    Ma M; Yang Z; Hao K; Chen L; Wang C; Jin Y, 2023, An Empirical Analysis of Just-in-Time Compilation in Modern Databases, http://dx.doi.org/10.1007/978-3-031-47843-7_16
    Conference Papers | 2023
    Yang Z; Zhang W; Lin X; Zhang Y; Li S, 2023, 'HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on Hypergraphs', in Proceedings International Conference on Data Engineering, pp. 2063 - 2076, http://dx.doi.org/10.1109/ICDE55515.2023.00160
    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 | 2023
    Zhang W; Yang Z; Wen D; Wang X, 2023, 'Efficient Distributed Core Graph Decomposition', in IEEE International Conference on Data Mining Workshops Icdmw, pp. 1023 - 1031, http://dx.doi.org/10.1109/ICDMW60847.2023.00135
    Conference Papers | 2022
    Li X; Hao K; Yang Z; Cao X; Zhang W; Yuan L; Lin X, 2022, 'Hop-Constrained s-t Simple Path Enumeration in Billion-Scale Labelled Graphs', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 49 - 64, http://dx.doi.org/10.1007/978-3-031-20891-1_5
    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, 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
    Preprints | 2021
    Jin X; Yang Z; Lin X; Yang S; Qin L; Peng Y, 2021, FAST: FPGA-based Subgraph Matching on Massive Graphs, http://dx.doi.org/10.48550/arxiv.2102.10768
    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, 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://arxiv.org/abs/2103.14294v2
    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
    Preprints |
    Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [v1], http://dx.doi.org/10.21203/rs.3.rs-2572561/v1
    Preprints |
    Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [v2], http://dx.doi.org/10.21203/rs.3.rs-2572561/v2
    Preprints |
    Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [v3], http://dx.doi.org/10.21203/rs.3.rs-2572561/v3
    Preprints |
    Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [v4], http://dx.doi.org/10.21203/rs.3.rs-2572561/v4
    Preprints |
    Zhang T; Cai X; Chen L; Yang Z; Gao Y; Cao B; Fan J, Towards Efficient Simulation-Based Constrained Temporal Graph Pattern Matching, http://dx.doi.org/10.2139/ssrn.4187676

My Teaching

COMP9311 - Database Systems (2022-2025)

DATA1001 - Introduction to Data Science and Decisions (2023-2025)