Dong Liu

Curriculum Vitae

Personal Information

Phone: +1-917-***-****

Email: abqb19@r.postjobfree.com,edu

Homepage: http://www.ee.columbia.edu/~dongliu

Research Interests

Management/indexing/search of multimedia content including image, video, audio,

and text.

Multimedia Event Detection in Consumer Videos.

Novel machine learning techniques and their applications to computer vision.

Education Ph.D. in Computer Science, Sep.2007 May.2012

School of Computer Sci.& Tec., Harbin Institute of Technology, Harbin, P. R. China

Advisor: Dr. Hong-Jiang Zhang.

Dissertation: Content-Based Tag Processing for Internet Social Images.

Honors & Awards (Selected)

Microsoft Fellowship Award, Microsoft, 2009.

organized by Microsoft Research Asia and to recognize (25) top junior Ph.D stu-

dents in Paci c Rim countries;

SIGMM Student Travel Grant for ACM Multimedia, 2010.

Employment

05/2011 now Postdoctoral Research Scientist

Department of Electrical Engineering, Columbia University

NYC, USA

12/2009 04/2011 Research Engineer

Department of Electrical and Computer Engineering, National University of Singapore

Singapore, Republic of Singapore

01/2008 12/2009 Research Intern

Multimedia Computing Group, Microsoft Research Asia

Beijing, P. R. China

Publications

Book Chapter

Dong Liu, Xian-Sheng Hua and Hong-Jiang Zhang. Social Tag Processing for Internet Images. In

Internet Multimedia Search and Mining, 2010.

Journal Papers

Dong Liu, Meng Wang, Xian-Sheng Hua and Hong-Jiang Zhang. Semi-Automatic Tagging of Photo

Albums via Exemplar Selection and Tag Inference. In IEEE Transaction on Multimedia (TMM),

13(1): 82-91, 2011.

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Dong Liu, Xian-Sheng Hua and Hong-Jiang Zhang. Content-Based Tag Processing for Internet

Social Images. In International Journal of Multimedia Tools and Applications (MTA), 51(2): 723-

738, 2011.

Dong Liu, Shuicheng Yan, Xian-Sheng Hua and Hong-Jiang Zhang. Image Retagging using Collab-

orative Tag Propagation. In IEEE Transaction on Multimedia (TMM), 2011.

Dong Liu, Shuicheng Yan, Xian-Sheng Hua and Hong-Jiang Zhang. Image Retrieval with Query

Adaptive Hashing. In ACM Transactions on Multimedia Computing, Communications and Applica-

tions (TOMCCAP), 2012.

Conference Papers

Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, and Shih-Fu Chang. Hybrid Social

Media Network. In ACM International Conference on Multimedia (ACM MM), 2012. (Oral)

Guangnan Ye, Dong Liu, I-Hong Jhuo, and Shih-Fu Chang. Robust Multi-Task Late Fusion with

Rank Minimization. In IEEE International Conference on Computer Vision and Pattern Recognition

(CVPR), 2012. (Poster)

I-Hong Jhuo, Dong Liu, D. T. Lee, and Shih-Fu Chang. Robust Visual Domain Adaptation with Low-

Rank Reconstruction. In IEEE International Conference on Computer Vision and Pattern Recognition

(CVPR), 2012. (Poster)

Guangnan Ye, I-Hong Jhuo, Dong Liu, Yu-Gang Jiang, D. T. Lee, and Shih-Fu Chang. Joint Audio-

Visual Bi-Modal Codewords for Video Event Detection. In ACM International Conference on Multi-

media Retrieval (ICMR), 2012. (Poster)

Dong Liu, Shuicheng Yan, Xian-Sheng Hua, Shih-Fu Chang and Hong-Jiang Zhang. Towards Op-

timal Discriminating Order for Multiclass Classi cation. In IEEE International Conference on Data

Mining (ICDM), 2011. (Oral)

Dong Liu, Shuicheng Yan, and Hong-Jiang Zhang. Next Photo Please: Towards Visually Consistent

Sequential Photo Browsing. In ACM International Conference on Multimedia (ACM MM), 2011.

(short paper)

Dong Liu, Shuicheng Yan, Yong Rui and Hong-Jiang Zhang. Uni ed Tag Analysis with Multi-Edge

Graph. In International Conference on Multimedia (ACM MM), 2010. (Full Paper)

Dong Liu, Xian-Sheng Hua, Meng Wang and Hong-Jiang Zhang. Image Retagging. In International

Conference on Multimedia (ACM MM), 2010. (Full Paper)

Zhengzheng lou, Yangdong Ye and Dong Liu. Unsupervised Visual Category Discovery via Infor-

mation Bottleneck Method. In International Conference on Multimedia (ACM MM), 2010. (Short

Paper)

Dong Liu, Xian-Sheng Hua, Meng Wang and Hong-Jiang Zhang. Retagging Social Images based on

Visual and Semantic Consistency. In International Conference on World Wide Web (WWW), 2010.

(Poster)

Dong Liu, Xian-Sheng Hua, Linjun Yang, Meng Wang and Hong-Jiang Zhang. Tag Ranking. In

International Conference on World Wide Web (WWW), 2009. (Full Paper)

Dong Liu, Meng Wang, Xian-Sheng Hua and Hong-Jiang Zhang. Smart Batch Tagging of Photo

Albums. In International Conference on Multimedia (ACM MM), 2009. (Short Paper)

Dong Liu, Linjun Yang, Xian-Sheng Hua and Hong-Jiang Zhang. Multiple Instance Active Learn-

ing for Image Categorization. In International Conference on Multimedia Modeling (MMM), 2009.

(Poster)

Dong Liu, Meng Wang, Xian-Sheng Hua and Hong-Jiang Zhang. Tag Quality Improvement for

Social Images. In International Conference on Multimedia and Expo (ICME), 2009. (Oral)

Dong Liu, Xian-Sheng Hua, Meng Wang and Hong-Jiang Zhang. Boost Search Relevance for Tag-

based Social Image Retrieval. In Internet Multimedia Search and Mining Workshop (ICME), 2009.

(Oral)

Professional Activities and Services (Selected)

Technical Program Member for ICPR 2010.

2

Technical Program Member for ACM Multimedia 2012.

Technical Program Member for ACM ICMR 2013.

Technical Program Member for IEEE ICME 2013.

Reviewer for the major conferences:

ACM International Conference on World Wide Web (WWW).

ACM International Conference on Knowledge Discovery and Data Mining (KDD).

ACM International Conference on Multimedia (MM).

ACM Special Interest Group on Information Retrieval (SIGIR).

ACM International Conference on Content-based Image and Video Retrieval (CIVR).

IEEE International Conference on Multimedia & Expo (ICME).

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

Reviewer for the major journals:

ACM Transactions on Information Systems.

IEEE Transactions on Multimedia.

International Journal of World Wide Web.

ACM Transactions on Multimedia Computing, Communications, and Applications.

Technical Skills

C, C++ and C#.

MATLAB

References

Hong-Jiang Zhang, CEO

Kingsoft Corporation

No. 33 Xiao Ying West Road, Haidian District

Beijing, 100085, P. R.China

TEL: +86-10-823*-****

abqb19@r.postjobfree.com

Shih-Fu Chang, Richard Dicker Professor

Department of Electrical Engineering

Columbia University

500 W. 120th ST. Rm 1312

NY, NY, 10025, USA

TEL: +1-212-***-****

abqb19@r.postjobfree.com

November 27, 2012

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