Cut-and-Pick Transactions for Proxy Log Mining. - Wenwu Lou; Guimei Liu; Hongjun Lu; Qiang Yang 001 (EDBT, 2002)

From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns. - Yabo Xu; Jeffrey Xu Yu; Guimei Liu; Hongjun Lu (ICDM, 2002)

Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns. - Guimei Liu; Hongjun Lu; Yabo Xu; Jeffrey Xu Yu (DASFAA, 2003)

AFOPT: An Efficient Implementation of Pattern Growth Approach. - Guimei Liu; Hongjun Lu; Jeffrey Xu Yu; Wei Wang 011; Xiangye Xiao (FIMI, 2003)

On computing, storing and querying frequent patterns. - Guimei Liu; Hongjun Lu; Wenwu Lou; Jeffrey Xu Yu (KDD, 2003)

Data Mining Proxy: Serving Large Number of Users for Efficient Frequent Itemset Mining. - Zhiheng Li; Jeffrey Xu Yu; Hongjun Lu; Yabo Xu; Guimei Liu (PAKDD, 2004)

Efficient Mining of Frequent Patterns Using Ascending Frequency Ordered Prefix-Tree. - Guimei Liu; Hongjun Lu; Wenwu Lou; Yabo Xu; Jeffrey Xu Yu (Data Min. Knowl. Discov., 2004)

Efficient Mining of Large Maximal Bicliques. - Guimei Liu; Kelvin Sim; Jinyan Li 001 (DaWaK, 2006)

Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. - Kelvin Sim; Jinyan Li 001; Vivekanand Gopalkrishnan; Guimei Liu (ICDM, 2006)

Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise. - Guimei Liu; Jinyan Li 001; Limsoon Wong; Wynne Hsu (SDM, 2006)

Distance Based Subspace Clustering with Flexible Dimension Partitioning. - Guimei Liu; Jinyan Li 001; Kelvin Sim; Limsoon Wong (ICDE, 2007)

Efficient Service Data Management in Dynamic Environment. - Xiaoling Wang 004; Aoying Zhou; Guimei Liu (ICWS, 2007)

Mining statistically important equivalence classes and delta-discriminative emerging patterns. - Jinyan Li 001; Guimei Liu; Limsoon Wong (KDD, 2007)

CFP-tree: A compact disk-based structure for storing and querying frequent itemsets. - Guimei Liu; Hongjun Lu; Jeffrey Xu Yu (Inf. Syst., 2007)

Maximal Biclique Subgraphs and Closed Pattern Pairs of the Adjacency Matrix: A One-to-One Correspondence and Mining Algorithms. - Jinyan Li 001; Guimei Liu; Haiquan Li; Limsoon Wong (IEEE Trans. Knowl. Data Eng., 2007)

Effective Pruning Techniques for Mining Quasi-Cliques. - Guimei Liu; Limsoon Wong (ECML/PKDD (2), 2008)

Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications. - Jinyan Li 001; Kelvin Sim; Guimei Liu; Limsoon Wong (SDM, 2008)

A new concise representation of frequent itemsets using generators and a positive border. - Guimei Liu; Jinyan Li 001; Limsoon Wong (Knowl. Inf. Syst., 2008)

A data mining proxy approach for efficient frequent itemset mining. - Jeffrey Xu Yu; Zhiheng Li; Guimei Liu (VLDB J., 2008)

Towards optimal workload-aware XML to relational schema mapping. - Xiaoling Wang 004; Jinfeng Luan; Guimei Liu; Aoying Zhou (Ann. Oper. Res., 2009)

Complex discovery from weighted PPI networks. - Guimei Liu; Limsoon Wong; Hon Nian Chua (Bioinform., 2009)

Protein Interactome Analysis for Countering Pathogen Drug Resistance. - Limsoon Wong; Guimei Liu (J. Comput. Sci. Technol., 2009)

Efficient mining of distance-based subspace clusters. - Guimei Liu; Kelvin Sim; Jinyan Li 001; Limsoon Wong (Stat. Anal. Data Min., 2009)

Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks. - Kelvin Sim; Jinyan Li 001; Vivekanand Gopalkrishnan; Guimei Liu (Stat. Anal. Data Min., 2009)

Max-Pattern Mining. - Guimei Liu (Encyclopedia of Database Systems, 2009)

Decomposing PPI networks for complex discovery. - Guimei Liu; Chern Han Yong; Limsoon Wong; Hon Nian Chua (BIBM, 2010)

Mining Emerging Sequential Patterns for Activity Recognition in Body Sensor Networks. - Tao Gu 001; Liang Wang 006; Hanhua Chen; Guimei Liu; XianPing Tao; Jian Lu 001 (MobiQuitous, 2010)

Efficiently Finding the Best Parameter for the Emerging Pattern-Based Classifier PCL. - Thanh-Son Ngo; Mengling Feng; Guimei Liu; Limsoon Wong (PAKDD (1), 2010)

FastTagger: an efficient algorithm for genome-wide tag SNP selection using multi-marker linkage disequilibrium. - Guimei Liu; Yue Wang 006; Limsoon Wong (BMC Bioinform., 2010)

Towards exploratory hypothesis testing and analysis. - Guimei Liu; Mengling Feng; Yue Wang 006; Limsoon Wong; See-Kiong Ng; Tzia Liang Mah; Edmund Jon Deoon Lee (ICDE, 2011)

An empirical comparison of several recent epistatic interaction detection methods. - Yue Wang 006; Guimei Liu; Mengling Feng; Limsoon Wong (Bioinform., 2011)

A case study on financial ratios via cross-graph quasi-bicliques. - Kelvin Sim; Guimei Liu; Vivekanand Gopalkrishnan; Jinyan Li 001 (Inf. Sci., 2011)

Controlling False Positives in Association Rule Mining. - Guimei Liu; Haojun Zhang; Limsoon Wong (Proc. VLDB Endow., 2011)

AssocExplorer: an association rule visualization system for exploratory data analysis. - Guimei Liu; Andre Suchitra; Haojun Zhang; Mengling Feng; See-Kiong Ng; Limsoon Wong (KDD, 2012)

Finding minimum representative pattern sets. - Guimei Liu; Haojun Zhang; Limsoon Wong (KDD, 2012)

Response: an empirical comparison of several recent epistatic interaction detection methods. - Yue Wang 006; Guimei Liu; Mengling Feng; Limsoon Wong (Bioinform., 2012)

Supervised maximum-likelihood weighting of composite protein networks for complex prediction. - Chern Han Yong; Guimei Liu; Hon Nian Chua; Limsoon Wong (BMC Syst. Biol., 2012)

A Performance Study of Three Disk-based Structures for Indexing and Querying Frequent Itemsets. - Guimei Liu; Andre Suchitra; Limsoon Wong (Proc. VLDB Endow., 2013)

A Flexible Approach to Finding Representative Pattern Sets. - Guimei Liu; Haojun Zhang; Limsoon Wong (IEEE Trans. Knowl. Data Eng., 2014)

Supporting Exploratory Hypothesis Testing and Analysis. - Guimei Liu; Haojun Zhang; Mengling Feng; Limsoon Wong; See-Kiong Ng (ACM Trans. Knowl. Discov. Data, 2015)

Repeat Buyer Prediction for E-Commerce. - Guimei Liu; Tam T. Nguyen; Gang Zhao; Wei Zha; Jianbo Yang; Jianneng Cao; Min Wu 008; Peilin Zhao; Wei Chen (KDD, 2016)

Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback. - Yong Liu 020; Lifan Zhao; Guimei Liu; Xinyan Lu; Peng Gao; Xiao-Li Li 001; Zhihui Jin (IJCAI, 2018)

Max-Pattern Mining. - Guimei Liu (Encyclopedia of Database Systems (2nd ed.), 2018)

Hybrid Personalized Music Recommendation Method Based on Feature Increment. - Guimei Liu; Wenjun Jiang (iSCI, 2019)

Contrastive Learning with Bidirectional Transformers for Knowledge Tracing. - Huijing Zhan; Jung-Jae Kim 001; Guimei Liu (ICASSP, 2024)

Question Difficulty Consistent Knowledge Tracing. - Guimei Liu; Huijing Zhan; Jung-Jae Kim 001 (WWW, 2024)

CoinMath: Harnessing the Power of Coding Instruction for Math LLMs. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Guimei Liu; Nancy F. Chen (CoRR, 2024)

CoinMath: Harnessing the Power of Coding Instruction for Math LLM. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Guimei Liu; Nancy F. Chen (ACL (Findings), 2025)