Chao Liu

According to our database, Chao Liu authored at least 36 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

LLMRec: Benchmarking Large Language Models on Recommendation Task.

Junling Liu, Chao Liu, Peilin Zhou, Qichen Ye, Dading Chong, Kang Zhou, Yueqi Xie, Yuwei Cao, Shoujin Wang, Chenyu You, Philip S. Yu

CoRR, 2023

2021

Enhancing Alzheimer's Disease Diagnosis via Hierarchical 3D-FCN with Multi-Modal Features.

Chao Liu, Xiaodong Yang, Dading Chong, Wenwu Wang, Liang Li

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2015

Radical Embedding: Delving Deeper to Chinese Radicals.

Xinlei Shi, Junjie Zhai, Xudong Yang, Zehua Xie, Chao Liu

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2012

TrueLabel + Confusions: A Spectrum of Probabilistic Models in Analyzing Multiple Ratings.

Chao Liu, Yi-Min Wang

Proceedings of the 29th International Conference on Machine Learning, 2012

On the connections between explicit semantic analysis and latent semantic analysis.

Chao Liu, Yi-Min Wang

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

FACTO: a fact lookup engine based on web tables.

Xiaoxin Yin, Wenzhao Tan, Chao Liu

Proceedings of the 20th International Conference on World Wide Web, 2011

Recommender systems with social regularization.

Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Probabilistic factor models for web site recommendation.

Hao Ma, Chao Liu, Irwin King, Michael R. Lyu

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Wisdom of the better few: cold start recommendation via representative based rating elicitation.

Nathan Nan Liu, Xiangrui Meng, Chao Liu, Qiang Yang

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

2010

Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data.

Chao Liu, Fan Guo, Christos Faloutsos

ACM Trans. Knowl. Discov. Data, 2010

Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce.

Chao Liu, Hung-chih Yang, Jinliang Fan, Li-wei He, Yi-Min Wang

Proceedings of the 19th International Conference on World Wide Web, 2010

Understanding web browsing behaviors through Weibull analysis of dwell time.

Chao Liu, Ryen W. White, Susan T. Dumais

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2009

Data Mining for Software Engineering.

Tao Xie, Suresh Thummalapenta, David Lo, Chao Liu

Computer, 2009

Click chain model in web search.

Fan Guo, Chao Liu, Anitha Kannan, Tom Minka, Michael J. Taylor, Yi Min Wang, Christos Faloutsos

Proceedings of the 18th International Conference on World Wide Web, 2009

Efficient multiple-click models in web search.

Fan Guo, Chao Liu, Yi Min Wang

Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

BBM: bayesian browsing model from petabyte-scale data.

Chao Liu, Fan Guo, Christos Faloutsos

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Post-rank reordering: resolving preference misalignments between search engines and end users.

Chao Liu, Mei Li, Yi-Min Wang

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

A Systematic Study of Failure Proximity.

Chao Liu, Xiangyu Zhang, Jiawei Han

IEEE Trans. Software Eng., 2008

Mining temporal rules for software maintenance.

David Lo, Siau-Cheng Khoo, Chao Liu

J. Softw. Maintenance Res. Pract., 2008

Mining past-time temporal rules from execution traces.

David Lo, Siau-Cheng Khoo, Chao Liu

Proceedings of the 2008 International Workshop on Dynamic Analysis: held in conjunction with the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2008), 2008

Energy-Predicted Shortest Routing Tree Algorithm in Wireless Sensor Networks.

Ming Zhang, Chenglong Gong, Yuan Feng, Chao Liu

Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008

Efficient Mining of Recurrent Rules from a Sequence Database.

David Lo, Siau-Cheng Khoo, Chao Liu

Proceedings of the Database Systems for Advanced Applications, 2008

2007

Statistical Debugging and Automated Program Failure Triage

Chao Liu

PhD thesis, 2007

Efficient mining of iterative patterns for software specification discovery.

David Lo, Siau-Cheng Khoo, Chao Liu

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Indexing Noncrashing Failures: A Dynamic Program Slicing-Based Approach.

Chao Liu, Xiangyu Zhang, Yu Zhang, Jiawei Han, Bharat K. Bhargava

Proceedings of the 23rd IEEE International Conference on Software Maintenance (ICSM 2007), 2007

2006

Statistical Debugging: A Hypothesis Testing-Based Approach.

Chao Liu, Long Fei, Xifeng Yan, Jiawei Han, Samuel P. Midkiff

IEEE Trans. Software Eng., 2006

A probabilistic approach to spatiotemporal theme pattern mining on weblogs.

Qiaozhu Mei, Chao Liu, Hang Su, ChengXiang Zhai

Proceedings of the 15th international conference on World Wide Web, 2006

Failure proximity: a fault localization-based approach.

Chao Liu, Jiawei Han

Proceedings of the 14th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2006

Mining Control Flow Abnormality for Logic Error Isolation.

Chao Liu, Xifeng Yan, Jiawei Han

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

GPLAG: detection of software plagiarism by program dependence graph analysis.

Chao Liu, Chen Chen, Jiawei Han, Philip S. Yu

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Efficient SIP-Specific Event Notification.

Bo Zhao, Chao Liu

Proceedings of the Fifth International Conference on Networking and the International Conference on Systems (ICN / ICONS / MCL 2006), 2006

How Bayesians Debug.

Chao Liu, Zeng Lian, Jiawei Han

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

SOBER: statistical model-based bug localization.

Chao Liu, Xifeng Yan, Long Fei, Jiawei Han, Samuel P. Midkiff

Proceedings of the 10th European Software Engineering Conference held jointly with 13th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2005

Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs.

Chao Liu, Xifeng Yan, Hwanjo Yu, Jiawei Han, Philip S. Yu

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

A first step toward detecting SSH identity theft in HPC cluster environments: discriminating masqueraders based on command behavior.

William Yurcik, Chao Liu

Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2003

Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube.

Chao Liu, Ming Zhang, Minrui Zheng, Yixin Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003