| 2017 | DASFAA | Mining Top-k Distinguishing Temporal Sequential Patterns from Event Sequences. | Lei Duan, Li Yan, Guozhu Dong, Jyrki Nummenmaa, Hao Yang |
| 2016 | ADMA | Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support. | Lu Liu, Lei Duan, Hao Yang, Jyrki Nummenmaa, Guozhu Dong, Pan Qin |
| 2016 | ICDE | Pattern-aided regression modeling and prediction model analysis. | Guozhu Dong, Vahid Taslimitehrani |
| 2016 | SDM | Pattern Aided Classification. | Guozhu Dong, Vahid Taslimitehrani |
| 2015 | BIBE | Distribution skew-based binning: Towards mining highly discriminative patterns from EEG/EMG time series. | Nicholas Skapura, Guozhu Dong |
| 2015 | DASFAA | Mining Itemset-based Distinguishing Sequential Patterns with Gap Constraint. | Hao Yang, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Changjie Tang, Xiaosong Li |
| 2014 | BIBE | A New CPXR Based Logistic Regression Method and Clinical Prognostic Modeling Results Using the Method on Traumatic Brain Injury. | Vahid Taslimitehrani, Guozhu Dong |
| 2014 | DASFAA | Efficient Mining of Density-Aware Distinguishing Sequential Patterns with Gap Constraints. | Xianming Wang, Lei Duan, Guozhu Dong, Zhonghua Yu, Changjie Tang |
| 2014 | PAKDD | Mining Diversified Shared Decision Tree Sets for Discovering Cross Domain Similarities. | Guozhu Dong, Qian Han |
| 2014 | PAKDD | Mining Contrast Subspaces. | Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Akiko Campbell, Changjie Tang |
| 2013 | SSDBM | Mining multidimensional contextual outliers from categorical relational data. | Guanting Tang, James Bailey, Jian Pei, Guozhu Dong |
| 2011 | ICDM | Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book. | Guozhu Dong, James Bailey |
| 2009 | ICDM | A Contrast Pattern Based Clustering Quality Index for Categorical Data. | Qingbao Liu, Guozhu Dong |
| 2008 | WWW | Substructure similarity measurement in chinese recipes. | Liping Wang, Qing Li, Na Li, Guozhu Dong, Yu Yang |
| 2008 | SDM | Mining Sequence Classifiers for Early Prediction. | Zhengzheng Xing, Jian Pei, Guozhu Dong, Philip S. Yu |
| 2007 | PAKDD | Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. | Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong |
| 2006 | AAAI | Minimum Description Length Principle: Generators Are Preferable to Closed Patterns. | Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong |
| 2005 | DASFAA | Mining Succinct Systems of Minimal Generators of Formal Concepts. | Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Limsoon Wong |
| 2005 | ICCCN | Detection and tracking of region-based evolving targets in sensor networks. | Chunyu Jiang, Guozhu Dong, Bin Wang |
| 2005 | ICDM | Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints. | Xiaonan Ji, James Bailey, Guozhu Dong |
| 2005 | ISI | Integrating Private Databases for Data Analysis. | Ke Wang, Benjamin C. M. Fung, Guozhu Dong |
| 2004 | COMPSAC | On the Complexity of Finding Emerging Patterns. | Lusheng Wang, Hao Zhao, Guozhu Dong, Jianping Li |
| 2003 | ICDE | Pushing Aggregate Constraints by Divide-and-Approximate. | Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han |
| 2002 | ICDM | On Computing Condensed Frequent Pattern Bases. | Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han |
| 2002 | SIGMOD | CubeExplorer: online exploration of data cubes. | Jiawei Han, Jianyong Wang, Guozhu Dong, Jian Pei, Ke Wang |
| 2002 | VLDB | Multi-Dimensional Regression Analysis of Time-Series Data Streams. | Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang |
| 2001 | PAKDD | Efficient Mining of Niches and Set Routines. | Guozhu Dong, Kaustubh Deshpande |
| 2001 | PAKDD | Combining the Strength of Pattern Frequency and Distance for Classification. | Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong |
| 2001 | PAKDD | Building Behaviour Knowledge Space to Make Classification Decision. | Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao |
| 2001 | SIGMOD | Efficient Computation of Iceberg Cubes with Complex Measures. | Jiawei Han, Jian Pei, Guozhu Dong, Ke Wang |
| 2001 | VLDB | Mining Multi-Dimensional Constrained Gradients in Data Cubes. | Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang |
| 2000 | ICDE | Optimization Techniques for Data-Intensive Decision Flows. | Richard Hull, Franois Llirbat, Bharat Kumar, Gang Zhou, Guozhu Dong, Jianwen Su |
| 2000 | ICML | The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. | Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong |
| 2000 | IDEAL | Information-Based Classification by Aggregating Emerging Patterns. | Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao |
| 2000 | KDD | Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets. | Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao |
| 2000 | PAKDD | Making Use of the Most Expressive Jumping Emerging Patterns for Classification. | Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao |
| 1999 | DIS | CAEP: Classification by Aggregating Emerging Patterns. | Guozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li |
| 1999 | ICDE | Data Integration by Describing Sources with Constraint Databases. | Xun Cheng, Guozhu Dong, Tzekwan Lau, Jianwen Su |
| 1999 | ICDE | Efficient Mining of Partial Periodic Patterns in Time Series Database. | Jiawei Han, Guozhu Dong, Yiwen Yin |
| 1999 | ICDT | Decidability of First-Order Logic Queries over Views. | James Bailey, Guozhu Dong |
| 1999 | ICDT | Incremental | Chaoyi Pang, Kotagiri Ramamohanarao, Guozhu Dong |
| 1999 | KDD | Efficient Mining of Emerging Patterns: Discovering Trends and Differences. | Guozhu Dong, Jinyan Li |
| 1998 | PAKDD | Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness. | Guozhu Dong, Jinyan Li |
| 1998 | PODS | Decidability and Undecidability Results for the Termination Problem of Active Database Rules. | James Bailey, Guozhu Dong, Kotagiri Ramamohanarao |
| 1997 | ICDT | Structural Issues in Active Rule Systems. | James Bailey, Guozhu Dong, Kotagiri Ramamohanarao |
| 1997 | ICDT | Local Properties of Query Languages. | Guozhu Dong, Leonid Libkin, Limsoon Wong |
| 1996 | PODS | Relational Expressive Power of Constraint Query Languages. | Michael Benedikt, Guozhu Dong, Leonid Libkin, Limsoon Wong |
| 1995 | ICDT | Increment Boundedness and Nonrecursive Incremental Evaluation of Datalog Queries. | Guozhu Dong, Jianwen Su |
| 1995 | PODS | Space-Bounded FOIES. | Guozhu Dong, Jianwen Su |
| 1992 | DS | Representation and Translation of Queries in Heterogeneous Databases with Schematic Discrepancies. | Guozhu Dong, Kotagiri Ramamohanarao |
| 1992 | ICDT | Incremental Evaluation of Datalog Queries. | Guozhu Dong, Rodney W. Topor |
| 1992 | PODS | Datalog Expressiveness of Chain Queries: Grammar Tools and Characterizations. | Guozhu Dong |
| 1989 | SIGMOD | On Distributed Processibility of Datalog Queries by Decomposing Databases. | Guozhu Dong |
| 1988 | ICDT | On the Composition and Decomposition of Datalog Program Mappings. | Guozhu Dong |
| 1986 | XP | Localizable Constraints for Object Histories. | Guozhu Dong, Seymour Ginsburg |