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Deng Cai 0001
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Publications
- 2013
- [j21]Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han:
Parallel Field Ranking. ACM Trans. Knowl. Discov. Data 7(3): 15:1-15:21 (2013) - 2012
- [j15]Lijun Zhang
, Chun Chen, Jiajun Bu, Zhengguang Chen
, Deng Cai, Jiawei Han:
Locally Discriminative Coclustering. IEEE Trans. Knowl. Data Eng. 24(6): 1025-1035 (2012) - [c52]Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han:
Parallel field ranking. KDD 2012: 723-731 - 2011
- [j13]Deng Cai, Xiaofei He, Jiawei Han, Thomas S. Huang:
Graph Regularized Nonnegative Matrix Factorization for Data Representation. IEEE Trans. Pattern Anal. Mach. Intell. 33(8): 1548-1560 (2011) - [j9]Deng Cai, Xiaofei He, Jiawei Han:
Locally Consistent Concept Factorization for Document Clustering. IEEE Trans. Knowl. Data Eng. 23(6): 902-913 (2011) - [j8]Xiaofei He, Deng Cai, Yuanlong Shao, Hujun Bao, Jiawei Han:
Laplacian Regularized Gaussian Mixture Model for Data Clustering. IEEE Trans. Knowl. Data Eng. 23(9): 1406-1418 (2011) - [j7]Deng Cai, Xiaofei He, Jiawei Han:
Speed up kernel discriminant analysis. VLDB J. 20(1): 21-33 (2011) - 2009
- [c37]Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han:
Locality Preserving Nonnegative Matrix Factorization. IJCAI 2009: 1010-1015 - 2008
- [j6]Deng Cai, Xiaofei He, Jiawei Han:
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 20(1): 1-12 (2008) - [j5]Xiaofei He, Deng Cai, Jiawei Han:
Learning a Maximum Margin Subspace for Image Retrieval. IEEE Trans. Knowl. Data Eng. 20(2): 189-201 (2008) - [c34]Deng Cai, Xiaofei He, Jiawei Han:
Sparse Projections over Graph. AAAI 2008: 610-615 - [c33]Deng Cai, Qiaozhu Mei, Jiawei Han, Chengxiang Zhai:
Modeling hidden topics on document manifold. CIKM 2008: 911-920 - [c32]Deng Cai, Xiaofei He, Jiawei Han:
Training Linear Discriminant Analysis in Linear Time. ICDE 2008: 209-217 - [c31]Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han:
Non-negative Matrix Factorization on Manifold. ICDM 2008: 63-72 - 2007
- [c29]Deng Cai, Xiaofei He, Jiawei Han:
Isometric Projection. AAAI 2007: 528-533 - [c28]Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han:
Regularized locality preserving indexing via spectral regression. CIKM 2007: 741-750 - [c27]Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang:
Learning a Spatially Smooth Subspace for Face Recognition. CVPR 2007 - [c26]Deng Cai, Xiaofei He, Jiawei Han:
Spectral Regression for Efficient Regularized Subspace Learning. ICCV 2007: 1-8 - [c25]Deng Cai, Xiaofei He, Jiawei Han:
Semi-supervised Discriminant Analysis. ICCV 2007: 1-7 - [c24]Deng Cai, Xiaofei He, Jiawei Han:
Spectral Regression: A Unified Approach for Sparse Subspace Learning. ICDM 2007: 73-82 - [c23]Deng Cai, Xiaofei He, Jiawei Han:
Efficient Kernel Discriminant Analysis via Spectral Regression. ICDM 2007: 427-432 - [c22]Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao:
Locality Sensitive Discriminant Analysis. IJCAI 2007: 708-713 - [c21]Deng Cai, Xiaofei He, Jiawei Han:
Regularized regression on image manifold for retrieval. Multimedia Information Retrieval 2007: 11-20 - [c20]Deng Cai, Xiaofei He, Jiawei Han:
Spectral regression: a unified subspace learning framework for content-based image retrieval. ACM Multimedia 2007: 403-412 - 2006
- [j2]Deng Cai, Xiaofei He, Jiawei Han, HongJiang Zhang:
Orthogonal Laplacianfaces for Face Recognition. IEEE Trans. Image Process. 15(11): 3608-3614 (2006) - [c18]Deng Cai, Xiaofei He, Jiawei Han:
Tensor space model for document analysis. SIGIR 2006: 625-626 - 2005
- [j1]Deng Cai, Xiaofei He, Jiawei Han:
Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng. 17(12): 1624-1637 (2005) - [c15]Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han:
Mining hidden community in heterogeneous social networks. LinkKDD 2005: 58-65 - [c14]Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han:
Image clustering with tensor representation. ACM Multimedia 2005: 132-140 - [c11]Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han:
Community Mining from Multi-relational Networks. PKDD 2005: 445-452

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