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Mr. Dawei Yin

Ph.D.

WUME Lab
Dept. of Computer Science and Engineering,
Lehigh University

 

Dawei Yin graduated from Department of Computer Science and Engineering, Lehigh University and joined Yahoo! Labs as a Scientist. While studying in Lehigh University, he was advised by Prof. Brian D. Davison and was a member of the Web Understanding, Modeling and Evaluation (WUME) Lab. Here is his new homepage.

Dawei Yin's CV and resume are also available.

 

 

Research Interests

Web Mining, Information Retrieval, Machine Learning

Education

Ph.D. Department of Computer Science and Engineering, Lehigh University, August 2013.

Master of Science in Computer Science, Department of Computer Science and Engineering, Lehigh University, September 2010, GPA: 3.95

M.Phil. Student, Department of Computer Science, The University of Hong Kong, (2007~2008, Transfer to Lehigh University) GPA: 4.0

Bachelor of Engineering, Department of Computer Science, Shandong University, July 2006, GPA: 89.41    Major GPA: 92

Publications

Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian Davison, Cedric Archambeau, Guillaume Bouchard, Connecting Comments and Tags: Improved Modeling of Social Tagging Systems. In Proceedings of 6th ACM Conference on Web Search and Data Mining (WSDM 2013), Rome, Italy, Feb 2013. [Full paper, Oral] 

Guillaume Bouchard, Shengbo Guo and Dawei Yin. Convex Collective Matrix Factorization.  In Proceedings of  Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2013), Scottsdale, AZ, USA, April 2013 [Full paper, Poster presentation]

Dawei Yin, Liangjie Hong and Brian D. Davison, Structural Link Analysis and Prediction in MicroBlogs. In Proceedings of 20th ACM Conference on Information and Knowledge Management (CIKM 2011), Glasgow, Scotland, UK, October 2011. [Short paper, Oral]

Liangjie Hong, Dawei Yin, Jian Guo and Brian D. Davison. Tracking Trends: Incorporate Volume into Temporal Topic Models. In Proceedings of the 17th Annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, 2011. [Full paper]

Dawei Yin, Liangjie Hong, Zhenzhen Xue and Brian D. Davison, Temporal Dynamics of User Interests in Tagging Systems. In Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2011), San Francisco, USA, 2011. [Full paper]

Zhenzhen Xue, Dawei Yin and Brian D. Davison. Normalizing Microtext. In Proceedings of the AAAI-11 Workshop on Analyzing Microtext, San Francisco, USA, 2011. [Full paper]

Dawei Yin, Liangjie Hong, Xiong Xiong and Brian D. Davison, Link Formation Analysis in MicroBlogs. In Proceedings of the 34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), Beijing, China, July, 2011. [Poster paper]

Zaihan Yang, Dawei Yin and Brian Davison, Award Prediction with Temporal Citation Network Analysis. In Proceedings of the 34th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), Beijing, China, July, 2011. [Poster paper]

Dawei Yin, Liangjie Hong and Brian D. Davison. Exploiting Session-like Behaviors in Tag Prediction. In Proceedings of the 20th International World Wide Web Conference (WWW 2011), Hyderabad, India, March 2011. [Poster paper]

Xiaoguang Qi, Dawei Yin, Zhenzhen Xue and Brian D. Davison. (2010) Choosing Your Own Adventure: Automatic Taxonomy Generation to Permit Many Paths. In Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM2010), Toronto, Canada, October 2010. [Short paper]

Xiaoguang Qi, Dawei Yin, Zhenzhen Xue and Brian D. Davison, Enhancing Taxonomies by Providing Many Paths. Technical Report LU-CSE-10-005, Dept. of Computer Science and Engineering, Lehigh , 2010

Dawei Yin, Zhenzhen Xue, Liangjie Hong and Brian D. Davison. A Probabilistic Model for Personalized Tag Prediction. In Proceedings of the 16th annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2010), Washington, DC, July 2010. [Full paper]

Dawei Yin, Chang An, Henry S. Baird. Imbalance and Concentration in k-NN Classification. In Proceedings of IAPR 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, August 2010. [Full paper, Oral]

Chang An, Dawei Yin, Henry S. Baird. Document Segmentation using Pixel-Accurate Ground Truth. In Proceedings of IAPR 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, August 2010. [Full paper, Oral]

Dawei Yin, Chang An and Henry S. Baird. Safely Selecting Subsets of Training Data. In Proceedings of IAPR 9th International Workshop on Document Analysis Systems (DAS 2010), Boston, MA, June 2010.

Dawei Yin, Henry S. Baird and Chang An. (2010) Time and Space Optimization of Document Content Classiers. In Proceedings of IS&T/SPIE Document Recognition and Retrieval Conf. (DR&R XVII), San Jose, CA, January 17-21, 2010.

Dawei Yin, Zhenzhen Xue, Xiaoguang Qi and Brian D. Davison. (2009) Diversifying Search Results with Popular Subtopics. In Proceedings of the 18th Text REtrieval Conference (TREC 2009), Gaithersburg, MD: NIST, November 2009.

Dawei Yin, Zhenzhen Xue, Liangjie Hong, B. D. Davison, A. Kontostathis, and L.Edwards. (2009) Detection of Harassment on Web 2.0. In Proceedings of the Content Analysis in the WEB 2.0 (CAW2.0) Workshop at WWW2009, Madrid, Spain,April 2009. 

Xin Han, He Guo, Dawei Yin and Yong Zhang. (2009) A note on on-line broadcast scheduling with deadlines. Information Processing Letters, Volume 109 Issue 3, January 2009

Talks and Presentations

Prediction and Recommendation in Online Media at Shenzhen Institutes of Advanced Technology, Chinese Academy of Science, Shenzhen, China, July 2013.

Prediction and Recommendation in Online Media at Yahoo! Labs, Sunnyvale, CA, May 2013.

Prediction and Optimization in Online Advertising at Thomson Reuters, New York, NY, April 2013.

Prediction and Optimization in Online Advertising at Samsung Research America, San Jose, CA, April 2013. 

Connecting Comments and Tags: Improved Modeling of Social Tagging Systems at the 6th ACM Conference on Web Search and Data Mining (WSDM 2013), Rome, Italy, Feb 2013.

Structural Link Analysis and Prediction in MicroBlogs at the 20th ACM Conference on Information and Knowledge Management (CIKM 2011), Glasgow, Scotland, UK, October 2011.

Link Prediction in Micro-blogs at Dept. of Computer Science and Engineering, Lehigh University, Bethlehem, PA, USA, October 2011.

Temporal Dynamics of User Interests in Tagging Systems at XEROX Research Center Europe, Grenoble, France, June 2011.

Imbalance and Concentration in k-NN Classification at IAPR 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, August 2010. 

A Probabilistic Model for Personalized Tag Prediction at the 16th annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2010), Washington, DC, July 2010.

Time and Space Optimization of Document Content Classiers at IS&T/SPIE Document Recognition and Retrieval Conf. (DR&R XVII), San Jose, CA, January 17-21, 2010.

Choosing your own adventure: Automatic taxonomy expansion to permit many paths at Modelling and Optimization: Theory and Applications(MOPTA2009), Bethlehem, PA, USA, Aug 2009.

Service

WSDM 2014 Committee member,

SPIRE 2011 Reviewer, ICWSM 2011 Reviewer,KDD 2011 Reviewer , SIGIR (2009, 2011) Reviewer, DMKM Reviewer, ACM TIST Reviewer, Neurocomputing Reviewer, WSDM (2010, 2011) Reviewer, ICWSM (2010, 2011) Reviewer, WSDM 2010 Reviewer, WWW (2010, 2012, 2013) Reviewer, ICDM 2009 Reviewer, SIGIR 2009 Reviewer.

Colleagues

My Lab: Na Dai, Ovidiu Dan, Liangjie Hong, Xiaoguang Qi, Zhenzhen Xue, Pingping Xiu

Friends from MSRA: Xinggang Wang

Friends from HKULifeng Shang, Sheng Di, Shiming Zhang

Firends from Lehigh: Jin Chen, Xiong Xiong

To Reach Me

Email: day207 at lehigh.edu

Phone: (610)758-4624

Fax: (610)758-409

Office: Packard Lab 400

Mailing Address:
Department of Computer Science and Engineering
Lehigh University
19 Memorial Drive West
Bethlehem, PA 18015

 

 

 

Last update: July 2013