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Simon, Shuicheng Yan
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Each problem
that I solved became a rule which served afterwards to solve other problems.
Rene Descartes, 1596 - 1650
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I
am currently Assistant Professor at Department of Electrical and Computer Engineering, National
University of Singapore (NUS/ECE). |
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Looking for Postdoc, RA, and PhD students. |
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My
MSN space:
http://spaces.msn.com/shuicheng/ |
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Listed
in Who's Who in Science
and Engineering, 08
and
Who's Who in the World, 09. |
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I was honored
as "Top Ten Graduate Researchers" of Peking University, 2004.
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E-Mails:
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eleyans@nus.edu.sg; shuicheng.yan@gmail.com;
(o) +65-6516-2116 (h)+65-9329-7068
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Address:
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Office
E4-05-11, 4 Engineering Drive 3, 117576, Singapore
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My research
interests include computer vision, machine learning and information
retrieval; currently, I focus on the following
topics:
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1) Activity and event detection in images and videos |
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2) Subspace learning and manifold learning
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3) Generic object recognition and categorization
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4) Biometrics
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5) Medical image analysis
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Selected conference
papers
Full Publications
List
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39. |
B. Ni, S. Yan, L. Cheong, and A. Kassim, “Learning by
Propagability,” in ICDM08 (ORAL). |
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38. |
J. Yan, S. Yan, N. Liu, and Z. Chen, “Learning Latent Semantic Space
for Effective Ranking,” in ICDM08. |
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37. |
X. Zhou, X. Zhuang, S. Yan, S. Chang, H. Mark,
and T. Huang, "SIFT-Bag Kernel for Video
Event Analysis", in ACM MM08 (ORAL). |
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36. |
J. Zhu, S. Hoi, M. Lyu, and S. Yan, "Near-Duplicate
Keyframe Retrieval by Nonrigid Image Matching", in ACM MM08
(ORAL). |
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35. |
Z.
Li, Y. Fu, S. Yan and T. Huang, "Real-time
Human Action Recognition by Luminance Field Trajectory Analysis", in
ACM MM08. |
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34. |
F. Nie, S. Xiang, Y. Jia, C. Zhang, and S. Yan,
"Trace Ratio Criterion for Feature Selection", in AAAI08
(ORAL). |
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33. |
S. Yan, X. Zhou, M. Liu, J. Mark, T.
Huang. "Regression from Patch-kernel", in CVPR08. |
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32. |
J. Yang, S. Yan, Y. Fu, X. Li, T. Huang. "Non-Negative
Graph Embedding ", in CVPR08 (ORAL). |
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31. |
H. Wang, S. Yan, J. Liu, X. Tang, T.
Huang. "Misalignment Robust Face Recognition", in CVPR08. |
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30. |
Y. Zhou, S. Yan, T. Huang. "Pair-Activity
Classification by Bi-Trajectory Analysis", in CVPR08. |
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29. |
Y. Mu, S. Yan, Y. Liu, T. Huang,
B. Zhou. "Discriminative Local Binary Patterns for Human
Detection in Personal Album", in CVPR08. |
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28. |
D. Xu, T. Chua, S. Yan, S. Chang,
"Near Duplicate Image Identification with Spatially Aligned
Pyramid Matching", in CVPR08. |
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27 |
W. Pu, N. Liu, S. Yan, J. Yan, K. Xie, Z. Chen. "Local Word Bag Model
for Text Categorization", in ICDM'07. |
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26 |
S. Yan, H. Wang, T. Huang, X. Tang,
"Learning Auto-Structured Regressor from Uncertain Labels", in ICCV07. |
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25 |
H. Wang, S. Yan, Thomas Huang, J. Liu, X. Tang. "Transductive
Regression Piloted by Inter-Manifold Relations", in
ICML07 (ORAL). |
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24 |
S. Yan, D. Xu, S. Lin, Thomas Huang, S. Chang,
"Element Rearrangement for Tensor-Based Subspace Learning", in CVPR07. |
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23 |
H. Wang, S. Yan, D. Xu, X. Tang, Thomas Huang. "Trace
Ratio vs. Ratio Trace for Dimensionality Reduction", in
CVPR07. |
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22 |
H. Wang,
S. Yan, X. Tang,
Thomas Huang.
"A Convergent
Solution to Tensor Based Learning", in IJCAI07
(ORAL). |
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21 |
H. Wang,
S. Yan, Thomas Huang, X. Tang.
"Maximum Unfolded Embedding: Formulation, Solution and Application
for Image Clustering", in ACM-MM06. |
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20 |
J. Dai, S. Yan, X. Tang, James. Kwok. "Locally
Adaptive Classification Piloted by Uncertainty", in
ICML06 (ORAL). |
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19
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S. Yan, X. Tang, T. Yuan. "Learning Semantic Patterns
with Discriminant Localized Binary Projections", in
CVPR06. |
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18
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D. Xu, Steve Lin,
S. Yan, X. Tang. "Rank-one Projections with Adaptive
Margins for Visual Recognition", in CVPR06. |
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17
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D. Lin,
S. Yan, X. Tang. "Pursuing Informative Projection on
Grassmann Manifold", in CVPR06 (ORAL). |
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16
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S. Yan, X. Tang. "Trace Quotient Problems Revisited",
in ECCV06. |
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15
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X. He, D. Cai, S. Yan and H. Zhang. "Neighborhood
Preserving Embedding", in ICCV05.
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14
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S. Yan, D. Xu, Q.
Yang, L. Zhang, X. Tang and H. Zhang. "Discriminant Analysis with
Tensor Representation", in CVPR05.
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13
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S. Yan, D. Xu, B.
Zhang and H. Zhang. "Graph Embedding: A General Framework for Dimensionality
Reduction", in CVPR05 (ORAL).
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12
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S. Yan, D. Xu, L.
Zhang, B. Zhang and H. Zhang. "Coupled Kernel-based Subspace learning", To
appear in CVPR05.
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11
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S. Yang, S. Yan, D. Xu, X. Tang and C. Zhang. "Fisher
+ Kernel Criterion for Discriminant Analysis", in CVPR05.
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10
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D. Xu, S. Yan, L. Zhang, H. Zhang, Z. Liu and H. Shum.
"Concurrent Subspace Analysis", in CVPR05.
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9
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S. Yan, H. Zhang, Y. Hu, B. Zhang and Q. Cheng. "Discriminant Analysis
on Embedded Manifold". in ECCV04.
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8
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Y. Hu, S.
Yan, D. Jiang, X. Rong and Y. Zhou. "Personalized
3D Face Model Reconstruction from Single Image", in ECCV04.
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7 |
S. Yan, M. Li, H.
Zhang and Q. Cheng. “Ranking Prior Likelihood Distributions for Bayesian
Shape Localization Framework”, in ICCV'03.
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6
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X. He,
S.
Yan, Y. Hu,
H. Zhang. "Learning a Locality Preserving Subspace for Visual Recognition",
in ICCV'03
(ORAL).
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5 |
S. Li, X. Zou,
Y. Hu, Z. Zhang, S.Yan, X. Peng,
L. Huang, H. Zhang. "Real-Time Multi-View Face Detection, Tracking, Pose
Estimation, Alignment, and Recognition", in demo of CVPR'01.
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4 |
J. Yan, N.
Liu, B. Zhang, Q. Yang, S. Yan, Z. Chen, "A Novel Scalable
Algorithm for Supervised Subspace Learning," in ICDM'06
(ORAL). |
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3 |
J. Yan, B. Zhang, N. Liu,
S. Yan,
Z. Chen, Q. Cheng, W.
Fan, W. Ma. "OCFS: Optimal Orthogonal Centroid Feature Selection for Text
Categorization",
in
SIGIR05 (ORAL).
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2 |
J. Yan, B. Zhang, S. Yan,
Z. Chen, W. Fan,
Q. Yan, W. Ma and Q. Cheng, "IMMC: Incremental Maximum Marginal Criterion",
in SIGKDD'04.
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1 |
W. Xi, B.
Zhang, Z. Chen, Y. Lu, S. Yan,
W.
Ma and E. Fox “Link Fusion: A Unified Link Analysis Framework
for Multi-Type Interrelated Data Objects”, in
WWW04 (ORAL).
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Selected transaction papers
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26. |
S. Yan,
H. Wang, J. Tu, W. Xi, X. Tang, and T. Huang, "Mode-kn Factor Analysis for
Image Ensembles", IEEE Transactions on Image Processing
(TIP), 2008. |
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25. |
J. Yang, S. Yan,
and T. Huang, "Ubiquitously Supervised Subspace Learning | |