Lei Tang

According to our database, Lei Tang authored at least 41 papers between 2005 and 2019.

Collaborative distances:

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

2019

Feature Learning from Social Graphs.

Vineeth Rakesh, Lei Tang, Huan Liu

Proceedings of the Encyclopedia of Big Data Technologies., 2019

2018

Cross-Validation.

Payam Refaeilzadeh, Lei Tang, Huan Liu

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2015

User Identification Across Social Media.

Reza Zafarani, Lei Tang, Huan Liu

ACM Trans. Knowl. Discov. Data, 2015

Embracing Information Explosion without Choking: Clustering and Labeling in Microblogging.

Xia Hu, Lei Tang, Huan Liu

IEEE Trans. Big Data, 2015

2014

What is Tumblr: a statistical overview and comparison.

Yi Chang, Lei Tang, Yoshiyuki Inagaki, Yan Liu

SIGKDD Explor., 2014

Bundle recommendation in ecommerce.

Tao Zhu, Patrick Harrington, Junjun Li, Lei Tang

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

2013

A Convex Formulation for Learning a Shared Predictive Structure from Multiple Tasks.

Jianhui Chen, Lei Tang, Jun Liu, Jieping Ye

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Learning with multi-resolution overlapping communities.

Xufei Wang, Lei Tang, Huan Liu, Lei Wang

Knowl. Inf. Syst., 2013

Scaling matrix factorization for recommendation with randomness.

Lei Tang, Patrick Harrington

Proceedings of the 22nd International World Wide Web Conference, 2013

Exploiting social relations for sentiment analysis in microblogging.

Xia Hu, Lei Tang, Jiliang Tang, Huan Liu

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

2012

Scalable Learning of Collective Behavior.

Lei Tang, Xufei Wang, Huan Liu

IEEE Trans. Knowl. Data Eng., 2012

Identifying Evolving Groups in Dynamic Multimode Networks.

Lei Tang, Huan Liu, Jianping Zhang

IEEE Trans. Knowl. Data Eng., 2012

Modeling blogger influence in a community.

Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu

Soc. Netw. Anal. Min., 2012

Community detection via heterogeneous interaction analysis.

Lei Tang, Xufei Wang, Huan Liu

Data Min. Knowl. Discov., 2012

2011

Understanding online groups through social media.

Geoffrey Barbier, Lei Tang, Huan Liu

WIREs Data Mining Knowl. Discov., 2011

Group Profiling for Understanding Social Structures.

Lei Tang, Xufei Wang, Huan Liu

ACM Trans. Intell. Syst. Technol., 2011

Leveraging social media networks for classification.

Lei Tang, Huan Liu

Data Min. Knowl. Discov., 2011

Large-scale behavioral targeting with a social twist.

Kun Liu, Lei Tang

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Enhancing accessibility of microblogging messages using semantic knowledge.

Xia Hu, Lei Tang, Huan Liu

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Community Detection and Mining in Social Media

Lei Tang, Huan Liu

Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, ISBN: 978-3-031-01900-5, 2010

Graph Mining Applications to Social Network Analysis.

Lei Tang, Huan Liu

Proceedings of the Managing and Mining Graph Data, 2010

A shared-subspace learning framework for multi-label classification.

Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye

ACM Trans. Knowl. Discov. Data, 2010

Toward Predicting Collective Behavior via Social Dimension Extraction.

Lei Tang, Huan Liu

IEEE Intell. Syst., 2010

A Social Network Analysis Approach to Detecting Suspicious Online Financial Activities.

Lei Tang, Geoffrey Barbier, Huan Liu, Jianping Zhang

Proceedings of the Advances in Social Computing, 2010

Network quantification despite biased labels.

Lei Tang, Huiji Gao, Huan Liu

Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

A multi-resolution approach to learning with overlapping communities.

Lei Tang, Xufei Wang, Huan Liu, Lei Wang

Proceedings of the First Workshop on Social Media Analytics, 2010

Discovering Overlapping Groups in Social Media.

Xufei Wang, Lei Tang, Huiji Gao, Huan Liu

Proceedings of the ICDM 2010, 2010

Understanding Group Structures and Properties in Social Media.

Lei Tang, Huan Liu

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009

Cross-Validation.

Payam Refaeilzadeh, Lei Tang, Huan Liu

Proceedings of the Encyclopedia of Database Systems, 2009

Bridging Taxonomic Semantics to Accurate Hierarchical Classification.

Lei Tang, Huan Liu, Jianping Zhang

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Relational learning via latent social dimensions.

Lei Tang, Huan Liu

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

On Multiple Kernel Learning with Multiple Labels.

Lei Tang, Jianhui Chen, Jieping Ye

Proceedings of the IJCAI 2009, 2009

A convex formulation for learning shared structures from multiple tasks.

Jianhui Chen, Lei Tang, Jun Liu, Jieping Ye

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Uncoverning Groups via Heterogeneous Interaction Analysis.

Lei Tang, Xufei Wang, Huan Liu

Proceedings of the ICDM 2009, 2009

Scalable learning of collective behavior based on sparse social dimensions.

Lei Tang, Huan Liu

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

2008

Topic taxonomy adaptation for group profiling.

Lei Tang, Huan Liu, Jianping Zhang, Nitin Agarwal, John J. Salerno

ACM Trans. Knowl. Discov. Data, 2008

Identifying the influential bloggers in a community.

Nitin Agarwal, Huan Liu, Lei Tang, Philip S. Yu

Proceedings of the International Conference on Web Search and Web Data Mining, 2008

Community evolution in dynamic multi-mode networks.

Lei Tang, Huan Liu, Jianping Zhang, Zohreh Nazeri

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Extracting shared subspace for multi-label classification.

Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2006

Acclimatizing taxonomic semantics for hierarchical content classification from semantics to data-driven taxonomy.

Lei Tang, Jianping Zhang, Huan Liu

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

2005

Bias Analysis in Text Classification for Highly Skewed Data.

Lei Tang, Huan Liu

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005