Bin Shen

                                                                       Computer Science

           

Bio

I'm a Ph.D. student at Department of Computer Science, Purdue University. I’m interested in machine learning, data mining and computer vision. I’m now working with S V N Vishwanathan.

Education

·         Ph.D candidate, Computer Science, Purdue University, West Lafayette, IN, USA(2009.8~Now)(M.S. Computer Science, 2011.8)

·         M.S., Electronic Engineering, Tsinghua University, Beijing, China(2009.7)

Advisor: Prof. Yu-Jin Zhang

·         B.S., Electronic Engineering, Tsinghua University, Beijing, China(2007.7)

Advisor: Prof. Yu-Jin Zhang          

Work History

·         Google Inc., Mountain View, CA, U.S.

Software Engineering Intern, 2011.05 - 2011.08

·         Microsoft Research Asia, Beijing, China

Visiting Student, 2008.06 - 2009.03

·         Intel China Research Center, Beijing, China

Graduate Technical Intern, 2007.09 - 2008.06

Publications

·         Suleyman Cetintas, Datong Chen, Luo Si, Bin Shen, Zhanibek Datbayev, “Forecasting Counts of User Visits for Online Display Advertising with Probabilistic Latent Class Models”, (Poster) in The 34th Annual ACM SIGIR Conference(SIGIR2011)

·         Bin Shen, Luo Si, “Nonnegative Matrix Factorization Clustering on Multiple Manifolds”, in the 24th AAAI Conference on Artificial Intelligence( AAAI2010).

·         Bin Shen, Yu-Jin Zhang, “Foreground Segmentation via Sparse Representation”, in the IEEE International Conference on Systems, Man and Cybernetics(SMC2009).

·         Bin Shen, Wei Hu, Yimin Zhang, Yu-Jin Zhang, “Image inpainting via Sparse Representation”, in the 34th International Conference on Acoustics, Speech, and Signal Processing (ICASSP2009).

·         Bin Shen, Yu-Jin Zhang, “Subsequence-wise Approach for On-line Tracking”, Book Chapter, in RFID & Smart Technologies for Information Convergence.

·         Zhengdong Cheng, Bin Shen, Xiang Fan, Yu-Jin Zhang , “Automatic Coefficient Selection in Weighted Maximum Margin Criterion”, in the 19th International Conference on Pattern Recognition (ICPR2008).

Selected Projects

·         Object Tracking: 1. Single Camera Tracking Project(Head, Moving Bottle, Paper Flag, Pedestrian); 2. Multiple Camera Area Surveillance(demo); 3. Tracking Result Based Video Retrieval

·         Image Inpainting: Click here for demo results

Awards

·         2009 Ross Fellowship, Graduate School, Purdue University

·         2009 Excellent Award for Master Thesis Application of Sparse Representation in Image Processing, Tsinghua University

·         2009 IEEE ICASSP2009 Student Travel Grant

·         2008 Guanghua Second Class Scholarship, Tsinghua University

·         2007 Excellent Award for Bachelor Thesis Some Problems on Particle Filter Based Object Tracking Algorithms, Dept of Electronic Engineering, Tsinghua Unversity

·         2005 Third Class Prize in the 6th Competition of Art & Literature, Tsinghua University (Top 6/77)

·         2005 Guanghua Second Class Scholarship, Tsinghua University

·         2004 Third Class Prize of Group A in Beijing University & College students’ Competition of Physics    

·         2004 Wu Shunde Fund Scholarship, Tsinghua University

·         2004 Second Class Social Activities Scholarship, Tsinghua University

Contact

     bshen AT purdue DOT edu

     Department of Computer Science, Purdue University

     305 N. University Street, West Lafayette, IN, 47907

Links

Nan Ding

Rongrong Ji

Yi Wu

Yin Lou

 (Under construction, and updated on 10/13/2011)

 

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