Dr. Jinhui Tang is currently a Postdoctoral Research Fellow in School of Computing, National University of Singapore. He received his B.E. and Ph.D. degrees in July 2003 and July 2008 respectively, both from the University of Science and Technology of China. From Jun. 2006 to Feb. 2007, he worked as a research intern in Internet Media Group at Microsoft Research Asia. And from Feb. 2008 to May 2008, he worked as a research intern in School of Computing at National University of Singapore. He is a recipient of the 2008 President Scholarship of Chinese Academy of Science, and a co-recipient of the Best Paper Award in ACM Multimedia 2007. His current research interests include content-based image retrieval, video content analysis and pattern recognition. Dr. Tang is a member of ACM and IEEE.

Email: tangjh@comp.nus.edu.sg 

Recent Publications (Fulll List)

Label to Region with Bi-layer Sparsity Priors.
Xiaobai Liu, Bing Cheng, Shuicheng Yan, Jinhui Tang, Hai Jin and Tat-Seng Chua.
To appear in ACM Multimedia (MM) 2009. Full paper.

Inferring Semantic Concepts from Community-Contributed Images and Noisy Tags.
J. Tang, S. Yan, R. Hong, G.-J. Qi and T.-S. Chua.
To apear in ACM Multimedia (MM) 2009. Full paper.

NUS-WIDE: A Real-World Web Image Database From National University of Singapore.  (Link)
T.-S. Chua, J. Tang, R. Hong, H. Li, Z. Luo and Y. Zheng.
ACM International Conference on Image and Video Retrieval (CIVR), Greece, July, 2009. 

An Efficient Sparse Metric Learning in High-Dimensional Space via $\ell_1$-Penalized Log-Determinant Regularization.
G.-J. Qi, J. Tang, Z.-J. Zha, T.-S. Chua,  and H.-J. Zhang.
International Conference on Machine Learning (ICML), Canada, June, 2009. 

Correlative Linear Neighborhood Propagation for Video Annotation.
J. Tang, X.-S. Hua, et al.
IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics  (TSMC-B), Vol.39, N0. 2, April, 2009.

Integrated Graph-based Semi-supervised Multiple/Single Instance Learning Framework for Image Annotation.
J. Tang, H. Li, G.-J. Qi and T.-S. Chua.
ACM Multimedia (MM) 2008. Short paper.

Word2Image: Towards Visual Interpretation of Words.
H. Li, J. Tang, G. Li and T.-S. Chua.
ACM Multimedia (MM) 2008. Short paper.

Two-Dimensional Multi-Label Active Learning with an Efficient Online Adaption Model for Image Classification.
G.-J. Qi, X.-S. Hua, Y. Rui, J. Tang and H.-J. Zhang.
Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2008.

Multi-Layer Multi-Instance Learning for Video Concept Detection.
Z. Gu, T. Mei, X.-S. Hua, J. Tang, X. Wu. 
IEEE Transactions on Multimedia (TMM), Vol. 10, No. 8, 2008.

Video Annotation Based on Kernel Linear Neighborhood Propagation.
J. Tang, X.-S. Hua, G.-J. Qi, Y. Song and X. Wu.
IEEE Transactions on Multimedia (TMM), Vol.10, No. 4, 2008.

Structure-Sensitive Manifold Ranking for Video Concept Detection.
J. Tang, X.-S. Hua, G.-J. Qi, M. Wang, T. Mei and X. Wu.
ACM Multimedia (MM), Augsburg, Germany, Sep. 23-29, 2007.  Full paper (Oral, accept rate: 19/111).

Correlative Multi-Label Video Annotation.
G.-J. Qi, X.-S. Hua, Y. Rui, J. Tang, T. Mei and H.-J. Zhang.
ACM Multimedia (MM), Augsburg, Germany, Sep. 23-29, 2007.  Full paper. (Oral, accept rate: 19/111).  Best Paper Award.

Typicality Ranking via Semi-Supervised Multiple-Instance Learning.
J. Tang, X.-S. Hua, G.-J. Qi and X. Wu.
ACM Multimedia (MM), Augsburg, Germany, Sep. 23-29, 2007.  Short paper.

Video Annotation Based on Temporally Consistent Gaussian Random Field.
J. Tang, X.-S. Hua, T. Mei, G.-J. Qi and X. Wu.
Electronics Letters (IEE EL), Vol. 43, Issue 8, 2007.

Beyond Accuracy: Typicality Ranking for Video Annotation.
J. Tang, X.-S. Hua, G.-J. Qi, Z. Gu and X. Wu.
IEEE International Conference on Multimedia & Expo (ICME), Beijing, China, July, 2007. DATA

Anisotropic Manifold Ranking for Video Annotation.
J. Tang, X.-S. Hua, G.-J. Qi, T. Mei and X. Wu.
IEEE International Conference on Multimedia & Expo (ICME), Beijing, China, July, 2007.

To Construct Optimal Training Set For Video Annotation. 
J. Tang, Y. Song, X.-S. Hua, T. Mei and X. Wu.
ACM Multimedia (MM), Santa Barbara, CA, USA, Oct. 2006. Short paper.

Services

Guest Editor:

  • Multimedia Tools and Applications (Springer) special issue on Social Media Mining and Search (CFP)

Conference Organizer:

Program Committee Member for Conferences:

  • The 32rd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009)
  • The First ACM SIGMM Workshop on Social Media (WSM09), in Conjunction with ACM Multimedia 2009.
  • IEEE International Conference on Image Processing (ICIP2009)
  • The 15-th International Multimedia Modeling Conference (MMM2009)
  • IEEE International Conference on Multimedia & Expo (ICME2009)
  •  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2009)
  • International Conference on Computer Vision Theory and Applications (VISAPP2009)
  • The 5-th International Conference on Image and Graphics (ICIG2009)
  • International Conference on Signal Processing and Multimedia Applications (SIGMAP2009)
  • IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS2009)
  • IADIS International Conference Visual Communication (VC2009)
  • International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR09)
  • IASTED International Conference on Computer Graphics and Imaging (CGIM2010) 
  • The 5th International Conference on Signal-Image Technology & Internet-based Systems (SITIS09)

Reviewer for Books:

      • Video Search and Mining (Springer)

Reviewer for Journals:

  • IEEE Transactions on Image Processing, from 2009
  • IEEE Transactions on Knowledge and Data Engineering, from 2009
  • ACM Transactions on Multimedia Computing, Communications, and Applications, from 2009
  • IEEE Transactions on Circuits and Systems for Video Technology, from 2008
  • IEEE Transactions on Systems, Man and Cybernetics, Part B, From 2008 
  • Data & Knowledge Engineering -Elsevier, from 2009 
  • Pattern Recognition- Elsevier, from 2008
  • Pattern Analysis and Applications - Springer, from 2008 
  • Signal Processing - Elsevier, from 2008 
  • International Journal of Computer Mathematics, From 2008
  • Neurocomputing - Elsevier, from 2008
  • Neural Processing Letters, from 2008
  • Multimedia Tools and Applications- Springer, from 2007
  • Pattern Recognition Letters - Elsevier, from 2007
  • Journal of Multimedia - Academy Publisher, from 2009
  • ACTA AUTOMATICA SINICA(自动化学报), from 2008

Non-PC Reviewer for Conferences:

  • ACM International Conference on Multimedia (MM2009: Content Track Full Paper, Technical Demonstrations)
  • The 14-th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD2008)
  • ACM International Conference on Image and Video Retrieval (CIVR2008)
  • The 14-th International Multimedia Modeling Conference (MMM2008)

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