Representative Publications

The following is a list of representative publications authored/coauthored by our group members. You can access the full list here .

Copyright Disclaimer: Copyright of any paper on this page is held by the authors and/or the journals/conferences in which the paper is published. You may obtain one copy of the paper for non-commercial, scholarly research only.


2011


  • Xiaotong Yuan and Shuicheng Yan. Non-degenerate Piecewise Linear Systems: A Finite Newton Algorithm and Applications in Machine Learning. To Appear in Neural Computation, 2011.

  • Hairong Liu, Xingwei Yang, Longin Jan Latecki, Shuicheng Yan. Dense Neighborhoods on Affinity Graph. To Appear in International Journal of Computer Vision, 2011.

  • Xiaobai Liu, Shuicheng Yan, Dat-Seng Chua and Hai Jin. Image Label Completion by Contextual Decomposition. ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), 2011

  • Yadong Mu, Jian Dong, Xiaotong Yuan and Shuicheng Yan. Accelerated Low-Rank Visual Recovery by Random Projection. In CVPR'11 (Oral).

  • Zheng Song*, Qiang Chen*, Zhongyang Huang, Yang Hua, and Shuicheng Yan. Contextualizing Object Detection and Classification. In CVPR'11. (* indicates equal contribution) [No. 1 performance in VOC'10 classification task]

  • Zheng Song, Bingbing Ni, Dong Guo, Terence Sim and Shuicheng Yan. Learning Universal Multi-view Age Estimator by Video Contexts.[slides] In ICCV'11(oral).

  • Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan and Hai Jin. Multi-class Semi-supervised SVMs with Positiveness Exclusive Regularization. In ICCV'11.

2010


  • Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong-​Fah Cheong. Robust Low-​Rank Subspace Segmentation with Semi-​Definite Guarantees. ICDM Workshop on Optimization Based Methods for Emerging Data Mining Problems (OEDM), 2010. 

  • Bin Cheng, Bingbing Ni, Shuicheng Yan, Qi Tian. Learning to Photograph. ACM MM'10 (Oral).

  • Guangyu Zhu, Shuicheng Yan, Yi Ma. Image Tag Refinement Towards Low-Rank, Content-Tag Prior and Error Sparsity. In ACM MM'10 (Oral).

  • Dong Liu, Shuicheng Yan, Yong Rui, Hong-Jiang Zhang. Unified Tag Analysis with Multi-Edge Graph. ACM MM'10 (Oral).

  • Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua. Dynamic Captioning: Video Accessibility Enhancement for Hearing Impairment. ACM MM'10 (Oral).  [Best Paper Award]
     
  • Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, and Thomas Huang. Learning with L1-Graph for Image Analysis, IEEE Transactions on Image Processing (TIP),19(4):858-866, 2010. [Best Student Paper Award from PREMIA, Second Prize]
     
  • Hairong Liu and Shuicheng Yan. Robust Graph Mode Seeking by Graph Shift. ICML'10.
     
  • Hairong Liu, Longin Jan Latecki, Shuicheng Yan, "Robust Clustering as Ensemble of Affinity Relations", NIPS, 2010.
     
  • Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas Huang. Spatialized Epitome and Its Applications. In CVPR'10.
     
  • Yadong Mu, Jialie Shen, and Shuicheng Yan. Weakly-​Supervised Hashing in Kernel Space. In CVPR'10.

  • Shengjiao Cao, Hairong Liu, and Shuicheng Yan. Automated Assembly of Shredded Pieces from Multiple Photos. In ICME'10.  [Best Paper Award]

  • Yadong Mu and Shuicheng Yan. Non-Metric Locality-Sensitive Hashing. AAAI'10.

  • Jiashi Feng, Bingbing Ni, and Shuicheng Yan. Auto-generate Professional Background Music for Homemade Videos. ICIMCS, 2010 [Best Paper Finalist].

2009


2008


Before 2008