Yuchi Huang
 










Education
  • 09/2004 - 07/2010, Ph.D., Computer Science, Rutgers University, New Brunswick, NJ
  • 09/2006 - 01/2009, M.Sc., Mathematical Finance, Rutgers University, New Brunswick, NJ
  • 09/2001 - 07/2004, M.Sc., Pattern Recognition, Chinese Academy of Sciences, Beijing, China
  • 09/1997 - 07/2001, B.Eng., Automatic Control, Beijing University of Aeronautics and Astronautics, Beijing, China

Working Experience

  • 09/2010 - , Research Scientist at GE Global Research
  • 06/2005 - 07/2010, Graduate Research Assistant at Rutgers University (advisor: Dr. Dimitris N. Metaxas)
  • 05/2008 - 08/2008, Research Intern at NEC Laboratories America, Inc. (mentor: Dr. Fengjun Lv)
  • 07/2007 - 08/2007, Research Intern at Siemens Cooperation Research (mentor: Dr. Kevin Zhou)
  • 06/2003 - 07/2004, Research Assistant at Microsoft Research Asia (mentor: Dr. Stephen Lin)
  • 09/2002 - 05/2003, Research Assistant at Chinese Academy of Sciences (advisor: Dr. Hanqing Lu)
Teaching Experience
  • 09/2004 - 05/2005, Teaching Assistant for the undergraduate course `Numerical Analysis'
Publication
  • Yuchi Huang, Qingshan Liu, Fengjun Lv, Yihong Gong and Dimitris Metaxas. Unsupervised Image Categorization by Hypergraph Partition. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
  • Yuchi Huang, Qingshan Liu, Dimitris Metaxas. A Component Based Framework for Generalized Face Alignment. IEEE Transactions on Systems, Man, and Cybernetics, Part B (TSMC).
  • Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris Metaxas. Image Retrieval via Probabilistic Hypergraph Ranking. International Conference on Computer Vision and Pattern Recognition (CVPR) 2010.[ pdf ]
  • Shaoting Zhang, Junzhou Huang, Yuchi Huang, Dimitris Metaxas. Automatic Image Annotation Using Group Sparsity. International Conference on Computer Vision and Pattern Recognition (CVPR) 2010.
  • Qingshan Liu, Yuchi Huang, Dimitris Metaxas. Hypergraph with Sampling for Image Retrieval. Journal of Pattern Recognition, Special Issue on Semi-Supervised Learning for Visual Content Analysis and Understanding.
  • Yuchi Huang, Qingshan Liu, Dimitris Metaxas. Video Object Segmentation by Hypergraph Cut. In Proceeding of International Conference on Computer Vision and Pattern Recognition (CVPR) 2009. [ pdf ]
  • Yuchi Huang, Qingshan Liu, Dimitris Metaxas. A Component Based Deformable Model for Generalized Face Alignment. In Proceeding of International Conference on Computer Vision (ICCV) 2007. [ pdf ]
  • Atul Kanaujia, Yuchi Huang, Dimitris Metaxas. Tracking Facial Features Using Mixture of Point Distribution Models. In Proceeding of Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) 2006.
  • Atul Kanaujia, Yuchi Huang, Dimitris Metaxas. Emblem Detections by Tracking Facial Features. In Proceeding of International Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on semantic learning, 2006.
  • Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu and Heung-Yeung Shum. Face Alignment under Variable Illumination. In Proceeding of International Conference on Automatic Face and Gesture Recognition (FGR) 2004. Oral Presentation. [ pdf ]
  • Yuchi Huang, Stephen Lin, Hanqing Lu and Heung-Yeung Shum. Face Alignment Using Intrinsic Information. In Proceeding of International Conference on Image Processing (ICIP) 2004.
  • Yuchi Huang, Qingshan Liu, Hanqing Lu. A Robust Class-Based Reflectance Rendering for Face Images. In Proceeding of Asian Conference on Computer Vision (ACCV) 2004.
Miscellaneous