Yue GAO     Hi, this is my new homepage at National University of Singapore. I have been a research fellow in LMS since May 2012, working with Professor Tat-Seng Chua. Mailing Address: @AS6-04-16, National University of Singapore, 13 Computing Drive, SINGAPORE 117417 Email:

Research Interest 

My research interests fall in the areas of multimedia and pattern recognition. My recent works mainly focus on multimedia information retrieval, especially image search and 3D object retrieval, and social media analysis.

Education Research Experience 

• Postdoc Research Fellow, School of Computing, National University of Singapore, working with Prof. Tat-Seng Chua, May 2012 ~ now.

• Visiting Scholar, School of Computer Science at Carnegie Mellon University, working with Prof. Alexander Hauptmann, Oct. 2010 ~ March 2011.

• Ph.D., Department of Automation, Tsinghua University, Sep. 2008 ~ Jan. 2012.

• Visiting Student, Application Research Lab at Intel Labs China, working with Dr. Tao Wang, April 2007 ~ Aug. 2007.

• Master, School of Software, Tsinghua University, Sep. 2005 ~ July. 2008.

• Bachelor, Department of Electronic Information Engineering, Harbin Institute of Technology, Sep. 2001 ~ July. 2005.

Selected Journal Publications 

• Yue Gao, et al., Less is More: Efficient 3D Object Retrieval with Query View Selection. IEEE Transactions on Multimedia, 2011.

• Yue Gao, et al., Camera Constraint-Free View-Based 3D Object Retrieval. IEEE Transactions on Image Processing, 2012.

• Yue Gao, et al., 3D Object Retrieval and Recognition with Hypergraph Analysis. IEEE Transactions on Image Processing, 2012.

• Yue Gao, et al., Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. IEEE Transactions on Image Processing, 2013.

• Yue Gao, et al., 3D Object Retrieval with Hausdorff Distance Learning. IEEE Transactions on Industrial Electronics, 2013.

Selected Conference Publications 

• Yue Gao, et al., Tag-Based Social Image Search with Visual-Text Joint Hypergraph Learning. ACM Conf. Multimedia, Short Paper, 2011.

• Yue Gao, et al., W2Go: A Travel Guidance System by Automatic Landmark Ranking. ACM Conf. Multimedia, Full Paper, Oral, 2010.

• Yue Gao, et al., Intelligent Query: Open Another Door to 3D Object Retrieval. ACM Conf. Multimedia, Brave New Topic Paper, Oral, 2010.

• Yue Gao, et al., Representative Views Re-Ranking for 3D Model Retrieval with Multi-Bipartite Graph Reinforcement Model. ACM Conf. Multimedia, Short Paper, 2010.

• Yue Gao, et al., 3D Object Retrieval with Bag-of-Region-Words. ACM Conf. Multimedia, Short Paper, 2010.

Academic Services 

• Session Chairs
  Pacific Rim Conference on Multimedia, 2012
  International Conference on Multimedia Modeling, 2013
  IEEE Conference on Visual Communications and Image Processing, 2013
  

• Techincal Program Committee
  International Conference on Multimedia Modeling, 2013
  IEEE International Conference on Multimedia and Expo, 2013
  

• Journal Reviewer
  IEEE Transactions on Multimedia
  IEEE Transactions on Image Processing
  IEEE Transactions on Circuits and Systems for Video Technology
  IEEE Transactions on Systems, Man, and Cybernetics: Part B
  IEEE Transactions on Systems, Man, and Cybernetics: Part C
  IEEE Multimedia Magazine
  ACM Multimedia Systems Journal
  Information Sciences
  Journal of Visual Communication and Image Representation
  Pattern Recognition Letter
  Signal Processing
  Neurocomputing
  Pattern Analysis and Applications
  Multimedia Tools and Applications
  

Selected Awards 

2012 Best demo runner up of ACM Conf. on Multimedia
2010 PhD Research and Innovation Award by Tsinghua University
2009-2012 First Class Scholarships, Tsinghua University
2008 Excellent Master Thesis Award, Tsinghua University