About Me


Lei Li
 School of Computing and Information Sciences
Florida International University
Email: lli003 (AT) cs (DOT) fiu (DOT) edu
Office: ECS251

I am a PhD. candidate at the Florida International University (FIU). Now I am in the Knowledge Discovery Research Group (KDRG) at FIU. This group is led by Professor Tao Li, an excellent researcher and teacher in Data Mining community.

My research interest involves data mining and machine learning. Specifically, I am working on document understanding by using different data mining and machine learning techniques. I am also interested in how to efficiently and effectively handle the issue of personalized news recommendation.

Current Project

www.uslunchbox.comhot

Research Experience


May 2011 ~ Aug 2011 | Xerox Research Center -- Social Media Analytics Group
Jan 2010 ~ Present | Florida International University -- Knowledge Discovery Research Group

BOOK CHAPTER

Tao Li and Lei Li.  Music Data Mining: An Introduction.  Music Data Mining, Pages 3-42. CRC Press, 2011, ISBN 9781439835524. Please refer to Music Data Mining Tutorial.

JOURNAL Paper

Lei Li, Dingding Wang, Shunzhi Zhu and Tao Li.  Personalized News Recommendation: A Review and An Experimental Investigation.  Journal of Computer Science and Technology, Pages 754-766, 2011.

CONFERENCE PAPER

Lei Li, Dingding Wang, Tao Li, Daniel Knox and Balaji Padmanabhan. SCENE : A Scalable Two-Stage Personalized News Recommendation System.In Proceedings of the 34th International ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR 2011), Pages 125-134, 2011. [PPT]

Wenting Lu, Lei Li, Tao Li, Honggang Zhang and Jun Guo.  Web Multimedia Object Clustering via Information Fusion.  In Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR 2011), Pages 319-323, 2011.

Lei Li, Wenting Lu, Jingxuan Li, Tao Li, Honggang Zhang and Jun Guo.  Exploring Interaction Between Images and Texts for Web Image Categorization.In Proceedings of the 24th International FLAIRS Conference (FLAIRS 2011), Pages 45-50, 2011.

Lei Li, Li Zheng and Tao Li.  LOGO: A Long-Short User Interest Integration in Personalized News Recommendation.  In Proceedings of the 5th ACM Conference on Recommender Systems (RecSys 2011), Pages 317-320. (Short Paper)

Jingxuan Li, Lei Li and Tao Li.  MSSF: A Multi-Document Summarization Framework based on Submodularity.  In Proceedings of the 34th International ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR 2011), Pages 1247-1248, 2011. (Poster)

Lei Li, Dingding Wang, Chao Shen and Tao Li.  Ontology-Enriched Multi-document Summarization in Disaster Management.In Proceedings of the 33rd International ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR 2010), Pages 819-820, 2010. (Poster)

Teaching

CAP4770--Introduction to Data Mining--Fall 2010

CAP4770--Introduction to Data Structures--Spring 2011