By Dr Zhengyi Yang

Book Chapters

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

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

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

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

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

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

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

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

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

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

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

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

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.), Databases Theory and Applications, Springer Nature, pp. 227 - 240, http://dx.doi.org/10.1007/978-3-031-47843-7_16

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.), Databases Theory and Applications, Springer Nature, pp. 3 - 16, http://dx.doi.org/10.1007/978-3-031-47843-7_1

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

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

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

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

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

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

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

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

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

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

Li S; Kou P; Ma M; Yang H; Huang S; Yang Z, 2026, 'Corrections: Application of Semi-Supervised Learning in Image Classification: Research on Fusion of Labeled and Unlabeled Data (IEEE Access (2024) 12 (27331-27343) DOI: 10.1109/ACCESS.2024.3367772)', IEEE Access, 14, pp. 114380, http://dx.doi.org/10.1109/ACCESS.2026.3716189

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

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

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

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

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

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

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

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

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

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

Zhang W; Tung A; Zheng Z; Yang Z; Wang X; Guo H, 2025, 'Preface', Communications in Computer and Information Science, 2246, pp. v - vi

Zhang W; Yang Z, 2024, 'Methods and Applications of Data Management and Analytics', Applied Sciences Switzerland, 14, http://dx.doi.org/10.3390/app142411637

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

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

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

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

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

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

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

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

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

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

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

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

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

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