Guimei Liu

52 papers A* 11A 3B 4C 1Misc 1Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
CoinMath: Harnessing the Power of Coding Instruction for Math LLM.
ACL (Findings)
Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen
2025 J jnl
Deep one-class classification induced authentication for security protection of wearable IoT application.
Int. J. Comput. Appl. Technol.
Meng Tian, Guimei Liu, Lijing Xie
2025 J jnl
The Imperfect Learner: Incorporating Developmental Trajectories in Memory-based Student Simulation.
CoRR
Zhengyuan Liu, Stella Xin Yin, Bryan Chen Zhengyu Tan, Roy Ka-Wei Lee, Guimei Liu, Dion Hoe-Lian Goh, Wenya Wang, Nancy F. Chen
2024 J jnl
CoinMath: Harnessing the Power of Coding Instruction for Math LLMs.
CoRR
Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen
2024 Misc conf
Contrastive Learning with Bidirectional Transformers for Knowledge Tracing.
ICASSP
Huijing Zhan, Jung-Jae Kim, Guimei Liu
2024 A* conf
Question Difficulty Consistent Knowledge Tracing.
WWW
Guimei Liu, Huijing Zhan, Jung-Jae Kim
2024 — conf
Unveiling the dynamics of learning behaviors in learning K-12 math: An exploration of an ASSISTments Dataset.
CAI
Jun Song Huang, Arya Radhakrishnan, Timothy Lee, Min Lee, Janice Lum, Guimei Liu, Jung-Jae Kim
2019 — conf
Hybrid Personalized Music Recommendation Method Based on Feature Increment.
iSCI
Guimei Liu, Wenjun Jiang
2018 A* conf
Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback.
IJCAI
Yong Liu, Lifan Zhao, Guimei Liu, Xinyan Lu, Peng Gao, Xiao-Li Li, Zhihui Jin
2018 — ch.
Max-Pattern Mining.
Encyclopedia of Database Systems (2nd ed.)
Guimei Liu
2016 A* conf
Repeat Buyer Prediction for E-Commerce.
KDD
Guimei Liu, Tam T. Nguyen, Gang Zhao, Wei Zha, Jianbo Yang, Jianneng Cao, Min Wu, Peilin Zhao, Wei Chen
2015 J jnl
Supporting Exploratory Hypothesis Testing and Analysis.
ACM Trans. Knowl. Discov. Data
Guimei Liu, Haojun Zhang, Mengling Feng, Limsoon Wong, See-Kiong Ng
2014 J jnl
A Flexible Approach to Finding Representative Pattern Sets.
IEEE Trans. Knowl. Data Eng.
Guimei Liu, Haojun Zhang, Limsoon Wong
2013 J jnl
A Performance Study of Three Disk-based Structures for Indexing and Querying Frequent Itemsets.
Proc. VLDB Endow.
Guimei Liu, Andre Suchitra, Limsoon Wong
2012 A* conf
AssocExplorer: an association rule visualization system for exploratory data analysis.
KDD
Guimei Liu, Andre Suchitra, Haojun Zhang, Mengling Feng, See-Kiong Ng, Limsoon Wong
2012 A* conf
Finding minimum representative pattern sets.
KDD
Guimei Liu, Haojun Zhang, Limsoon Wong
2012 J jnl
Response: an empirical comparison of several recent epistatic interaction detection methods.
Bioinform.
Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong
2012 J jnl
Supervised maximum-likelihood weighting of composite protein networks for complex prediction.
BMC Syst. Biol.
Chern Han Yong, Guimei Liu, Hon Nian Chua, Limsoon Wong
2011 J jnl
A case study on financial ratios via cross-graph quasi-bicliques.
Inf. Sci.
Kelvin Sim, Guimei Liu, Vivekanand Gopalkrishnan, Jinyan Li
2011 J jnl
An empirical comparison of several recent epistatic interaction detection methods.
Bioinform.
Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong
2011 J jnl
Controlling False Positives in Association Rule Mining
CoRR
Guimei Liu, Haojun Zhang, Limsoon Wong
2011 J jnl
Controlling False Positives in Association Rule Mining.
Proc. VLDB Endow.
Guimei Liu, Haojun Zhang, Limsoon Wong
2011 A* conf
Towards exploratory hypothesis testing and analysis.
ICDE
Guimei Liu, Mengling Feng, Yue Wang, Limsoon Wong, See-Kiong Ng, Tzia Liang Mah, Edmund Jon Deoon Lee
2010 — conf
Decomposing PPI networks for complex discovery.
BIBM
Guimei Liu, Chern Han Yong, Limsoon Wong, Hon Nian Chua
2010 — conf
Efficiently Finding the Best Parameter for the Emerging Pattern-Based Classifier PCL.
PAKDD (1)
Thanh-Son Ngo, Mengling Feng, Guimei Liu, Limsoon Wong
2010 J jnl
FastTagger: an efficient algorithm for genome-wide tag SNP selection using multi-marker linkage disequilibrium.
BMC Bioinform.
Guimei Liu, Yue Wang, Limsoon Wong
2010 C conf
Mining Emerging Sequential Patterns for Activity Recognition in Body Sensor Networks.
MobiQuitous
Tao Gu, Liang Wang, Hanhua Chen, Guimei Liu, XianPing Tao, Jian Lu
2009 J jnl
Complex discovery from weighted PPI networks.
Bioinform.
Guimei Liu, Limsoon Wong, Hon Nian Chua
2009 J jnl
Efficient mining of distance-based subspace clusters.
Stat. Anal. Data Min.
Guimei Liu, Kelvin Sim, Jinyan Li, Limsoon Wong
2009 — ch.
Max-Pattern Mining.
Encyclopedia of Database Systems
Guimei Liu
2009 J jnl
Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks.
Stat. Anal. Data Min.
Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu
2009 J jnl
Protein Interactome Analysis for Countering Pathogen Drug Resistance.
J. Comput. Sci. Technol.
Limsoon Wong, Guimei Liu
2009 J jnl
Towards optimal workload-aware XML to relational schema mapping.
Ann. Oper. Res.
Xiaoling Wang, Jinfeng Luan, Guimei Liu, Aoying Zhou
2008 J jnl
A data mining proxy approach for efficient frequent itemset mining.
VLDB J.
Jeffrey Xu Yu, Zhiheng Li, Guimei Liu
2008 J jnl
A new concise representation of frequent itemsets using generators and a positive border.
Knowl. Inf. Syst.
Guimei Liu, Jinyan Li, Limsoon Wong
2008 — conf
Effective Pruning Techniques for Mining Quasi-Cliques.
ECML/PKDD (2)
Guimei Liu, Limsoon Wong
2008 A conf
Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications.
SDM
Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong
2007 J jnl
CFP-tree: A compact disk-based structure for storing and querying frequent itemsets.
Inf. Syst.
Guimei Liu, Hongjun Lu, Jeffrey Xu Yu
2007 A* conf
Distance Based Subspace Clustering with Flexible Dimension Partitioning.
ICDE
Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong
2007 A conf
Efficient Service Data Management in Dynamic Environment.
ICWS
Xiaoling Wang, Aoying Zhou, Guimei Liu
2007 J jnl
Maximal Biclique Subgraphs and Closed Pattern Pairs of the Adjacency Matrix: A One-to-One Correspondence and Mining Algorithms.
IEEE Trans. Knowl. Data Eng.
Jinyan Li, Guimei Liu, Haiquan Li, Limsoon Wong
2007 A* conf
Mining statistically important equivalence classes and delta-discriminative emerging patterns.
KDD
Jinyan Li, Guimei Liu, Limsoon Wong
2006 B conf
Efficient Mining of Large Maximal Bicliques.
DaWaK
Guimei Liu, Kelvin Sim, Jinyan Li
2006 A* conf
Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment.
ICDM
Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu
2006 A conf
Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise.
SDM
Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu
2004 B conf
Data Mining Proxy: Serving Large Number of Users for Efficient Frequent Itemset Mining.
PAKDD
Zhiheng Li, Jeffrey Xu Yu, Hongjun Lu, Yabo Xu, Guimei Liu
2004 J jnl
Efficient Mining of Frequent Patterns Using Ascending Frequency Ordered Prefix-Tree.
Data Min. Knowl. Discov.
Guimei Liu, Hongjun Lu, Wenwu Lou, Yabo Xu, Jeffrey Xu Yu
2003 — conf
AFOPT: An Efficient Implementation of Pattern Growth Approach.
FIMI
Guimei Liu, Hongjun Lu, Jeffrey Xu Yu, Wei Wang, Xiangye Xiao
2003 B conf
Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns.
DASFAA
Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu
2003 A* conf
On computing, storing and querying frequent patterns.
KDD
Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu
2002 B conf
Cut-and-Pick Transactions for Proxy Log Mining.
EDBT
Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang
2002 A* conf
From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns.
ICDM
Yabo Xu, Jeffrey Xu Yu, Guimei Liu, Hongjun Lu