| 2026 | AAAI | XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs. | Xinyang Chen, Huidong Jin, Yu Huang, Zaiwen Feng |
| 2025 | PAKDD | Advancing Long-Term High-Frequency Dissolved Oxygen Forecasting for Australian Rivers. | Amelia Genova, Huidong Jin, John A. Taylor, Joel Janek Dabrowski, Peter J. Toscas, Klaus Joehnk |
| 2023 | KDD | Deep Weakly-supervised Anomaly Detection. | Guansong Pang, Chunhua Shen, Huidong Jin, Anton van den Hengel |
| 2013 | PAKDD | Semantic Title Evaluation and Recommendation Based on Topic Models. | Huidong Jin, Lijiu Zhang, Lan Du |
| 2013 | WWW | An effective class-centroid-based dimension reduction method for text classification. | Guansong Pang, Huidong Jin, Shengyi Jiang |
| 2012 | EMNLP | Modelling Sequential Text with an Adaptive Topic Model. | Lan Du, Wray L. Buntine, Huidong Jin |
| 2010 | ICDM | Sequential Latent Dirichlet Allocation: Discover Underlying Topic Structures within a Document. | Lan Du, Wray Lindsay Buntine, Huidong Jin |
| 2009 | PAKDD | A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. | Ke Zhang, Marcus Hutter, Huidong Jin |
| 2008 | ISI | A latent semantic indexing and WordNet based information retrieval model for digital forensics. | Lan Du, Huidong Jin, Olivier Y. de Vel, Nianjun Liu |
| 2008 | ISI | Constrained k-closest pairs query processing based on growing window in crime databases. | Shaojie Qiao, Changjie Tang, Huidong Jin, Shucheng Dai, Xingshu Chen |
| 2008 | ISI | A Simple WordNet-Ontology Based Email Retrieval System for Digital Forensics. | Phan Thien Son, Lan Du, Huidong Jin, Olivier Y. de Vel, Nianjun Liu, Terry Caelli |
| 2007 | ACCV | Optimal Learning High-Order Markov Random Fields Priors of Colour Image. | Ke Zhang, Huidong Jin, Zhouyu Fu, Nianjun Liu |
| 2007 | DICTA | Interactive Reconstruction of Archaeological Fragments in a Collaborative Environment. | Yifan Lu, Henry Gardner, Huidong Jin, Nianjun Liu, Rhys Hawkins, Ian Farrington |
| 2007 | PAKDD | Practical Issues on Privacy-Preserving Health Data Mining. | Huidong Jin |
| 2007 | PAKDD | Privacy-Preserving Sequential Pattern Release. | Huidong Jin, Jie Chen, Hongxing He, Christine M. O'Keefe |
| 2007 | PAKDD | Discovering Prediction Model for Environmental Distribution Maps. | Ke Zhang, Huidong Jin, Nianjun Liu, Rob Lesslie, Lei Wang, Zhouyu Fu, Terry Caelli |
| 2006 | AusDM | Analysis of Breast Feeding Data Using Data Mining Methods. | Hongxing He, Huidong Jin, Jie Chen, Damien McAullay, Jiuyong Li, Tony Fallon |
| 2006 | PAKDD | Mining Unexpected Associations for Signalling Potential Adverse Drug Reactions from Administrative Health Databases. | Huidong Jin, Jie Chen, Chris Kelman, Hongxing He, Damien McAullay, Christine M. O'Keefe |
| 2005 | KDD | Mining risk patterns in medical data. | Jiuyong Li, Ada Wai-Chee Fu, Hongxing He, Jie Chen, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman |
| 2005 | KES | Representing Association Classification Rules Mined from Health Data. | Jie Chen, Hongxing He, Jiuyong Li, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman |
| 2004 | PAKDD | Temporal Sequence Associations for Rare Events. | Jie Chen, Hongxing He, Graham J. Williams, Huidong Jin |
| 2003 | CEC | Adaptive diversity maintenance and convergence guarantee in multiobjective evolutionary algorithms. | Huidong Jin, Man-Leung Wong |
| 2003 | ICDM | Scalable Model-based Clustering by Working on Data Summaries. | Huidong Jin, Man Leung Wong, Kwong-Sak Leung |
| 2002 | ICDM | A Self-Organizing Map with Expanding Force for Data Clustering and Visualization. | Wing-Ho Shum, Huidong Jin, Kwong-Sak Leung, Man Leung Wong |
| 2002 | IDEAL | Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features. | Huidong Jin, Kwong-Sak Leung, Man Leung Wong |
| 2000 | GECCO | Designing an Expanded SOM for the Traveling Salesman Problem by Genetic Algorithms. | Huidong Jin, Kwong-Sak Leung, Man Leung Wong |