Dr Zhengyi Yang

Visiting Lecturer

PhD in Computer Science, 91ɫ��Ƭ
MEng in Mathematical Computation, UCL

Arts, Design & Architecture (ADA)

School of Built Environment

is an Adjunct Lecturer at 91ɫ��Ƭ. 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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,
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,

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,

Journal articles | 2026

Xu H; He H; Zhi Q; Yang Z; Han B, 2026, 'YOLO-DSNet for Small Target Detection', Applied Sciences Switzerland, 16,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

Preprints | 2023

Chen L; Han B; Wang X; Zhao J; Yang W; Yang Z, 2023, Machine Learning Methods in Climate Prediction: A Survey,

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,

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,

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,

Preprints | 2023

Yang Z; Zhang W; Lin X; Zhang Y; Li S, 2023, HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on Hypergraphs,

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,

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,

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,

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,

Preprints | 2021

Jin X; Yang Z; Lin X; Yang S; Qin L; Peng Y, 2021, FAST: FPGA-based Subgraph Matching on Massive Graphs,

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,

Preprints | 2021

Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, HUGE: An Efficient and Scalable Subgraph Enumeration System,

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,

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,

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,

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,

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,

Preprints |

Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [v1],

Preprints |

Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [v2],

Preprints |

Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [v3],

Preprints |

Ukey N; Zhang G; Yang Z; Li B; Li W; Zhang W, Efficient Continuous kNN Join over Dynamic High-dimensional Data [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,

My Teaching

COMP9311 - Database Systems (2022-2025)

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

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