Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube. - Chao Liu 001; Ming Zhang 004; Minrui Zheng; Yixin Chen 001 (PAKDD, 2003)

A first step toward detecting SSH identity theft in HPC cluster environments: discriminating masqueraders based on command behavior. - William Yurcik; Chao Liu 001 (CCGRID, 2005)

Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs. - Chao Liu 001; Xifeng Yan; Hwanjo Yu; Jiawei Han 001; Philip S. Yu (SDM, 2005)

SOBER: statistical model-based bug localization. - Chao Liu 001; Xifeng Yan; Long Fei; Jiawei Han 001; Samuel P. Midkiff (ESEC/SIGSOFT FSE, 2005)

How Bayesians Debug. - Chao Liu 001; Zeng Lian; Jiawei Han 001 (ICDM, 2006)

Efficient SIP-Specific Event Notification. - Bo Zhao; Chao Liu 001 (ICN/ICONS/MCL, 2006)

GPLAG: detection of software plagiarism by program dependence graph analysis. - Chao Liu 001; Chen Chen 005; Jiawei Han 001; Philip S. Yu (KDD, 2006)

Mining Control Flow Abnormality for Logic Error Isolation. - Chao Liu 001; Xifeng Yan; Jiawei Han 001 (SDM, 2006)

Failure proximity: a fault localization-based approach. - Chao Liu 001; Jiawei Han 001 (SIGSOFT FSE, 2006)

A probabilistic approach to spatiotemporal theme pattern mining on weblogs. - Qiaozhu Mei; Chao Liu 001; Hang Su; ChengXiang Zhai (WWW, 2006)

Statistical Debugging: A Hypothesis Testing-Based Approach. - Chao Liu 001; Long Fei; Xifeng Yan; Jiawei Han 001; Samuel P. Midkiff (IEEE Trans. Software Eng., 2006)

Indexing Noncrashing Failures: A Dynamic Program Slicing-Based Approach. - Chao Liu 001; Xiangyu Zhang 001; Yu Zhang 188; Jiawei Han 001; Bharat K. Bhargava (ICSM, 2007)

Efficient mining of iterative patterns for software specification discovery. - David Lo 001; Siau-Cheng Khoo; Chao Liu 001 (KDD, 2007)

Statistical Debugging and Automated Program Failure Triage - Chao Liu 001 (2007)

Efficient Mining of Recurrent Rules from a Sequence Database. - David Lo 001; Siau-Cheng Khoo; Chao Liu 001 (DASFAA, 2008)

Energy-Predicted Shortest Routing Tree Algorithm in Wireless Sensor Networks. - Ming Zhang 004; Chenglong Gong; Yuan Feng; Chao Liu 001 (ISICA, 2008)

Mining past-time temporal rules from execution traces. - David Lo 001; Siau-Cheng Khoo; Chao Liu 001 (WODA, 2008)

Mining temporal rules for software maintenance. - David Lo 001; Siau-Cheng Khoo; Chao Liu 001 (J. Softw. Maintenance Res. Pract., 2008)

A Systematic Study of Failure Proximity. - Chao Liu 001; Xiangyu Zhang 001; Jiawei Han 001 (IEEE Trans. Software Eng., 2008)

Post-rank reordering: resolving preference misalignments between search engines and end users. - Chao Liu 001; Mei Li; Yi-Min Wang (CIKM, 2009)

BBM: bayesian browsing model from petabyte-scale data. - Chao Liu 001; Fan Guo 006; Christos Faloutsos (KDD, 2009)

Efficient multiple-click models in web search. - Fan Guo 006; Chao Liu 001; Yi Min Wang (WSDM, 2009)

Click chain model in web search. - Fan Guo 006; Chao Liu 001; Anitha Kannan; Tom Minka; Michael J. Taylor 001; Yi Min Wang; Christos Faloutsos (WWW, 2009)

Data Mining for Software Engineering. - Tao Xie 001; Suresh Thummalapenta; David Lo 001; Chao Liu 001 (Computer, 2009)

Understanding web browsing behaviors through Weibull analysis of dwell time. - Chao Liu 001; Ryen W. White; Susan T. Dumais (SIGIR, 2010)

Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce. - Chao Liu 001; Hung-chih Yang; Jinliang Fan; Li-wei He; Yi-Min Wang (WWW, 2010)

Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data. - Chao Liu 001; Fan Guo 006; Christos Faloutsos (ACM Trans. Knowl. Discov. Data, 2010)

Wisdom of the better few: cold start recommendation via representative based rating elicitation. - Nathan Nan Liu; Xiangrui Meng; Chao Liu 001; Qiang Yang 001 (RecSys, 2011)

Probabilistic factor models for web site recommendation. - Hao Ma 001; Chao Liu 001; Irwin King; Michael R. Lyu (SIGIR, 2011)

Recommender systems with social regularization. - Hao Ma 001; Dengyong Zhou; Chao Liu 001; Michael R. Lyu; Irwin King (WSDM, 2011)

FACTO: a fact lookup engine based on web tables. - Xiaoxin Yin; Wenzhao Tan; Chao Liu 001 (WWW, 2011)

On the connections between explicit semantic analysis and latent semantic analysis. - Chao Liu 001; Yi-Min Wang (CIKM, 2012)

TrueLabel + Confusions: A Spectrum of Probabilistic Models in Analyzing Multiple Ratings. - Chao Liu 001; Yi-Min Wang (ICML, 2012)

Radical Embedding: Delving Deeper to Chinese Radicals. - Xinlei Shi; Junjie Zhai; Xudong Yang; Zehua Xie; Chao Liu 001 (ACL (2), 2015)

GISCA: Gradient-Inductive Segmentation Network With Contextual Attention for Scene Text Detection. - Meng Cao 002; Yuexian Zou; Dongming Yang; Chao Liu 001 (IEEE Access, 2019)

Enhancing Alzheimer's Disease Diagnosis via Hierarchical 3D-FCN with Multi-Modal Features. - Chao Liu 001; Xiaodong Yang; Dading Chong; Wenwu Wang 001; Liang Li (ICIP, 2021)

LLMRec: Benchmarking Large Language Models on Recommendation Task. - Junling Liu; Chao Liu 001; Peilin Zhou; Qichen Ye; Dading Chong; Kang Zhou; Yueqi Xie; Yuwei Cao; Shoujin Wang; Chenyu You; Philip S. Yu (CoRR, 2023)

When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study. - Peilin Zhou; Chao Liu 001; Jing Ren 010; Xinfeng Zhou; Yueqi Xie; Meng Cao 002; Zhongtao Rao; You-Liang Huang; Dading Chong; Junling Liu; Jae Boum Kim; Shoujin Wang; et al. (WWW, 2025)

BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese. - Peilin Zhou; Bruce Leon; Xiang Ying; Can Zhang 001; Yifan Shao; Qichen Ye; Dading Chong; Zhiling Jin; Chenxuan Xie; Meng Cao 002; Yuxin Gu; Sixin Hong; et al. (CoRR, 2025)