| 2024 | IJCNN | Fourier Graph Convolution Transformer for Financial Multivariate Time Series Forecasting. | Junxian Zhou, Shoujin Wang, Yuming Ou |
| 2011 | CIKM | e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning. | Xiangjun Dong, Zhigang Zheng, Longbing Cao, Yanchang Zhao, Chengqi Zhang, Jinjiu Li, Wei Wei, Yuming Ou |
| 2011 | CIKM | Coupled nominal similarity in unsupervised learning. | Can Wang, Longbing Cao, Mingchun Wang, Jinjiu Li, Wei Wei, Yuming Ou |
| 2010 | KDD | Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors. | Longbing Cao, Yuming Ou, Philip S. Yu, Gang Wei |
| 2008 | PRICAI | Outlier Mining on Multiple Time Series Data in Stock Market. | Chao Luo, Yanchang Zhao, Longbing Cao, Yuming Ou, Li Liu |
| 2008 | PRICAI | Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation. | Yuming Ou, Longbing Cao, Chao Luo, Chengqi Zhang |
| 2007 | PAKDD | Mining High Impact Exceptional Behavior Patterns. | Longbing Cao, Yanchang Zhao, Fernando Figueiredo, Yuming Ou, Dan Luo |
| 2006 | AusDM | Discovering Debtor Patterns of Centrelink Customers. | Yanchang Zhao, Longbing Cao, Yvonne Morrow, Yuming Ou, Jiarui Ni, Chengqi Zhang |
| 2004 | PRICAI | Is Minimum-Support Appropriate to Identifying Large Itemsets? | Shichao Zhang, Li Liu, Jingli Lu, Yuming Ou |