| 2025 | ACL | CoinMath: Harnessing the Power of Coding Instruction for Math LLM. | Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen |
| 2024 | ICASSP | Contrastive Learning with Bidirectional Transformers for Knowledge Tracing. | Huijing Zhan, Jung-Jae Kim, Guimei Liu |
| 2024 | WWW | Question Difficulty Consistent Knowledge Tracing. | Guimei Liu, Huijing Zhan, Jung-Jae Kim |
| 2018 | IJCAI | Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback. | Yong Liu, Lifan Zhao, Guimei Liu, Xinyan Lu, Peng Gao, Xiao-Li Li, Zhihui Jin |
| 2016 | KDD | Repeat Buyer Prediction for E-Commerce. | Guimei Liu, Tam T. Nguyen, Gang Zhao, Wei Zha, Jianbo Yang, Jianneng Cao, Min Wu, Peilin Zhao, Wei Chen |
| 2012 | KDD | AssocExplorer: an association rule visualization system for exploratory data analysis. | Guimei Liu, Andre Suchitra, Haojun Zhang, Mengling Feng, See-Kiong Ng, Limsoon Wong |
| 2012 | KDD | Finding minimum representative pattern sets. | Guimei Liu, Haojun Zhang, Limsoon Wong |
| 2011 | ICDE | Towards exploratory hypothesis testing and analysis. | Guimei Liu, Mengling Feng, Yue Wang, Limsoon Wong, See-Kiong Ng, Tzia Liang Mah, Edmund Jon Deoon Lee |
| 2010 | Mobiquitous | Mining Emerging Sequential Patterns for Activity Recognition in Body Sensor Networks. | Tao Gu, Liang Wang, Hanhua Chen, Guimei Liu, XianPing Tao, Jian Lu |
| 2010 | PAKDD | Efficiently Finding the Best Parameter for the Emerging Pattern-Based Classifier PCL. | Thanh-Son Ngo, Mengling Feng, Guimei Liu, Limsoon Wong |
| 2008 | SDM | Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications. | Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong |
| 2007 | ICDE | Distance Based Subspace Clustering with Flexible Dimension Partitioning. | Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong |
| 2007 | ICWS | Efficient Service Data Management in Dynamic Environment. | Xiaoling Wang, Aoying Zhou, Guimei Liu |
| 2007 | KDD | Mining statistically important equivalence classes and delta-discriminative emerging patterns. | Jinyan Li, Guimei Liu, Limsoon Wong |
| 2006 | DaWaK | Efficient Mining of Large Maximal Bicliques. | Guimei Liu, Kelvin Sim, Jinyan Li |
| 2006 | ICDM | Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. | Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu |
| 2006 | SDM | Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise. | Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu |
| 2004 | PAKDD | Data Mining Proxy: Serving Large Number of Users for Efficient Frequent Itemset Mining. | Zhiheng Li, Jeffrey Xu Yu, Hongjun Lu, Yabo Xu, Guimei Liu |
| 2003 | DASFAA | Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns. | Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu |
| 2003 | KDD | On computing, storing and querying frequent patterns. | Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu |
| 2002 | EDBT | Cut-and-Pick Transactions for Proxy Log Mining. | Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang |
| 2002 | ICDM | From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns. | Yabo Xu, Jeffrey Xu Yu, Guimei Liu, Hongjun Lu |