| 2015 | PAKDD | Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy. | Dong Huang, Shuguo Han, Xiaoli Li |
| 2015 | SSDBM | Orthogonal mechanism for answering batch queries with differential privacy. | Dong Huang, Shuguo Han, Xiaoli Li, Philip S. Yu |
| 2014 | IC2E | Encrypted Set Intersection Protocol for Outsourced Datasets. | Fang Liu, Wee Keong Ng, Wei Zhang, Do Hoang Giang, Shuguo Han |
| 2012 | AINA | A Study of Efficiency and Accuracy of Secure Multiparty Protocol in Privacy-Preserving Data Mining. | Sin G. Teo, Vincent C. S. Lee, Shuguo Han |
| 2011 | DASFAA | Classifying Graphs Using Theoretical Metrics: A Study of Feasibility. | Linhong Zhu, Wee Keong Ng, Shuguo Han |
| 2009 | ICDE | Privacy-Preserving Singular Value Decomposition. | Shuguo Han, Wee Keong Ng, Philip S. Yu |
| 2008 | PAKDD | Privacy-Preserving Linear Fisher Discriminant Analysis. | Shuguo Han, Wee Keong Ng |
| 2008 | SDM | Preemptive Measures against Malicious Party in Privacy-Preserving Data Mining. | Shuguo Han, Wee Keong Ng |
| 2007 | DaWaK | Privacy-Preserving Genetic Algorithms for Rule Discovery. | Shuguo Han, Wee Keong Ng |
| 2007 | DaWaK | Privacy-Preserving Self-Organizing Map. | Shuguo Han, Wee Keong Ng |
| 2007 | KDD | Privacy-preservation for gradient descent methods. | Li Wan, Wee Keong Ng, Shuguo Han, Vincent C. S. Lee |