Deng Cai

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2012
62Locally discriminative topic modeling. Hao Wu, Jiajun Bu, Chun Chen, Jianke Zhu, Lijun Zhang, Haifeng Liu, Can Wang, Deng Cai. Pattern Recognition (45): 617-625 (2012). Web SearchBibTeXDownload
2011
61Large Scale Spectral Clustering with Landmark-Based Representation. Xinlei Chen, Deng Cai. AAAI 2011. Web SearchBibTeXDownload
60Variational inference with graph regularization for image annotation. Yuanlong Shao, Yuan Zhou, Deng Cai. ACM TIST (2): 11 (2011). Web SearchBibTeXDownload
59Sparse concept coding for visual analysis. Deng Cai, Hujun Bao, Xiaofei He. CVPR 2011, 2905-2910. Web SearchBibTeXDownload
58Graph Regularized Sparse Coding for Image Representation. Miao Zheng, Jiajun Bu, Chun Chen, Can Wang, Lijun Zhang, Guang Qiu, Deng Cai. IEEE Transactions on Image Processing (20): 1327-1336 (2011). Web SearchBibTeXDownload
57Locally Consistent Concept Factorization for Document Clustering. Deng Cai, Xiaofei He, Jiawei Han. IEEE Trans. Knowl. Data Eng. (23): 902-913 (2011). Web SearchBibTeXDownload
56Laplacian Regularized Gaussian Mixture Model for Data Clustering. Xiaofei He, Deng Cai, Yuanlong Shao, Hujun Bao, Jiawei Han. IEEE Trans. Knowl. Data Eng. (23): 1406-1418 (2011). Web SearchBibTeXDownload
55Active Learning Based on Locally Linear Reconstruction. Lijun Zhang, Chun Chen, Jiajun Bu, Deng Cai, Xiaofei He, Thomas S. Huang. IEEE Trans. Pattern Anal. Mach. Intell. (33): 2026-2038 (2011). Web SearchBibTeXDownload
54Graph Regularized Nonnegative Matrix Factorization for Data Representation. Deng Cai, Xiaofei He, Jiawei Han, Thomas S. Huang. IEEE Trans. Pattern Anal. Mach. Intell. (33): 1548-1560 (2011). Web SearchBibTeXDownload
53Kernel approximately harmonic projection. Guanhong Yao, Wei Hua, Binbin Lin, Deng Cai. Neurocomputing (74): 2861-2866 (2011). Web SearchBibTeXDownload
52Efficient manifold ranking for image retrieval. Bin Xu, Jiajun Bu, Chun Chen, Deng Cai, Xiaofei He, Wei Liu, Jiebo Luo. SIGIR 2011, 525-534. Web SearchBibTeXDownload
51Speed up kernel discriminant analysis. Deng Cai, Xiaofei He, Jiawei Han. VLDB J. (20): 21-33 (2011). Web SearchBibTeXDownload
2010
50Gaussian Mixture Model with Local Consistency. Jialu Liu, Deng Cai, Xiaofei He. AAAI 2010. Web SearchBibTeXDownload
49Self-Taught Hashing for Fast Similarity Search. Dell Zhang, Jun Wang, Deng Cai, Jinsong Lu. CoRR (abs/1004.5370) (2010). Web SearchBibTeXDownload
48Laplacian Co-hashing of Terms and Documents. Dell Zhang, Jun Wang, Deng Cai, Jinsong Lu. ECIR 2010, 577-580. Web SearchBibTeXDownload
47Unsupervised feature selection for multi-cluster data. Deng Cai, Chiyuan Zhang, Xiaofei He. KDD 2010, 333-342. Web SearchBibTeXDownload
46Self-taught hashing for fast similarity search. Dell Zhang, Jun Wang, Deng Cai, Jinsong Lu. SIGIR 2010, 18-25. Web SearchBibTeXDownload
45Document recommendation in social tagging services. Ziyu Guan, Can Wang, Jiajun Bu, Chun Chen, Kun Yang, Deng Cai, Xiaofei He. WWW 2010, 391-400. Web SearchBibTeXDownload
2009
44Convex experimental design using manifold structure for image retrieval. Lijun Zhang, Chun Chen, Wei Chen, Jiajun Bu, Deng Cai, Xiaofei He. ACM Multimedia 2009, 45-54. Web SearchBibTeXDownload
43Semi-supervised topic modeling for image annotation. Yuanlong Shao, Yuan Zhou, Xiaofei He, Deng Cai, Hujun Bao. ACM Multimedia 2009, 521-524. Web SearchBibTeXDownload
42Active subspace learning. Xiaofei He, Deng Cai. ICCV 2009, 911-916. Web SearchBibTeXDownload
41Probabilistic dyadic data analysis with local and global consistency. Deng Cai, Xuanhui Wang, Xiaofei He. ICML 2009, 14. Web SearchBibTeXDownload
40Locality Preserving Nonnegative Matrix Factorization. Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han. IJCAI 2009, 1010-1015. Web SearchBibTeXDownload
2008
39Sparse Projections over Graph. Deng Cai, Xiaofei He, Jiawei Han. AAAI 2008, 610-615. Web SearchBibTeX
38Modeling hidden topics on document manifold. Deng Cai, Qiaozhu Mei, Jiawei Han, Chengxiang Zhai. CIKM 2008, 911-920. Web SearchBibTeXDownload
37Training Linear Discriminant Analysis in Linear Time. Deng Cai, Xiaofei He, Jiawei Han. ICDE 2008, 209-217. Web SearchBibTeXDownload
36Non-negative Matrix Factorization on Manifold. Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han. ICDM 2008, 63-72. Web SearchBibTeXDownload
35Learning a Maximum Margin Subspace for Image Retrieval. Xiaofei He, Deng Cai, Jiawei Han. IEEE Trans. Knowl. Data Eng. (20): 189-201 (2008). Cited by 23Web SearchBibTeXDownload
34SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis. Deng Cai, Xiaofei He, Jiawei Han. IEEE Trans. Knowl. Data Eng. (20): 1-12 (2008). Cited by 29Web SearchBibTeXDownload
33Topic modeling with network regularization. Qiaozhu Mei, Deng Cai, Duo Zhang, ChengXiang Zhai. WWW 2008, 101-110. Web SearchBibTeXDownload
2007
32Isometric Projection. Deng Cai, Xiaofei He, Jiawei Han. AAAI 2007, 528-533. Web SearchBibTeX
31Spectral regression: a unified subspace learning framework for content-based image retrieval. Deng Cai, Xiaofei He, Jiawei Han. ACM Multimedia 2007, 403-412. Cited by 11Web SearchBibTeXDownload
30Regularized locality preserving indexing via spectral regression. Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han. CIKM 2007, 741-750. Cited by 8Web SearchBibTeXDownload
29Learning a Spatially Smooth Subspace for Face Recognition. Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang. CVPR 2007. Cited by 22Web SearchBibTeXDownload
28Spectral Regression for Efficient Regularized Subspace Learning. Deng Cai, Xiaofei He, Jiawei Han. ICCV 2007, 1-8. Cited by 29Web SearchBibTeXDownload
27Semi-supervised Discriminant Analysis. Deng Cai, Xiaofei He, Jiawei Han. ICCV 2007, 1-7. Cited by 47Web SearchBibTeXDownload
26Efficient Kernel Discriminant Analysis via Spectral Regression. Deng Cai, Xiaofei He, Jiawei Han. ICDM 2007, 427-432. Cited by 10Web SearchBibTeXDownload
25Spectral Regression: A Unified Approach for Sparse Subspace Learning. Deng Cai, Xiaofei He, Jiawei Han. ICDM 2007, 73-82. Web SearchBibTeXDownload
24Locality Sensitive Discriminant Analysis. Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao. IJCAI 2007, 708-713. Cited by 32Web SearchBibTeXDownload
23Regularized regression on image manifold for retrieval. Deng Cai, Xiaofei He, Jiawei Han. Multimedia Information Retrieval 2007, 11-20. Web SearchBibTeXDownload
22Laplacian optimal design for image retrieval. Xiaofei He, Wanli Min, Deng Cai, Kun Zhou. SIGIR 2007, 119-126. Web SearchBibTeXDownload
21Clustering and searching WWW images using link and page layout analysis. Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma, Hong-Jiang Zhang. TOMCCAP (3) (2007). Web SearchBibTeXDownload
2006
20Orthogonal Laplacianfaces for Face Recognition. Deng Cai, Xiaofei He, Jiawei Han, HongJiang Zhang. IEEE Transactions on Image Processing (15): 3608-3614 (2006). Cited by 78Web SearchBibTeXDownload
19An algorithm for semi-supervised learning in image retrieval. Ke Lu, Jidong Zhao, Deng Cai. Pattern Recognition (39): 717-720 (2006). Web SearchBibTeXDownload
18Tensor space model for document analysis. Deng Cai, Xiaofei He, Jiawei Han. SIGIR 2006, 625-626. Web SearchBibTeXDownload
2005
17Image clustering with tensor representation. Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han. ACM Multimedia 2005, 132-140. Cited by 14Web SearchBibTeXDownload
16Neighborhood Preserving Embedding. Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang. ICCV 2005, 1208-1213. Web SearchBibTeXDownload
15Statistical and computational analysis of locality preserving projection. Xiaofei He, Deng Cai, Wanli Min. ICML 2005, 281-288. Web SearchBibTeXDownload
14Document Clustering Using Locality Preserving Indexing. Deng Cai, Xiaofei He, Jiawei Han. IEEE Trans. Knowl. Data Eng. (17): 1624-1637 (2005). Cited by 54Web SearchBibTeXDownload
13Tensor Subspace Analysis. Xiaofei He, Deng Cai, Partha Niyogi. NIPS 2005. Web SearchBibTeXDownload
12Laplacian Score for Feature Selection. Xiaofei He, Deng Cai, Partha Niyogi. NIPS 2005. Web SearchBibTeXDownload
11Community Mining from Multi-relational Networks. Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han. PKDD 2005, 445-452. Cited by 27Web SearchBibTeXDownload
10Orthogonal locality preserving indexing. Deng Cai, Xiaofei He. SIGIR 2005, 3-10. Web SearchBibTeXDownload
2004
9Locality preserving clustering for image database. Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin. ACM Multimedia 2004, 885-891. Web SearchBibTeXDownload
8Hierarchical clustering of WWW image search results using visual, textual and link information. Deng Cai, Xiaofei He, Zhiwei Li, Wei-Ying Ma, Ji-Rong Wen. ACM Multimedia 2004, 952-959. Web SearchBibTeXDownload
7Organizing WWW images based on the analysis of page layout and Web link structure. Deng Cai, Xiaofei He, Wei-Ying Ma, Ji-Rong Wen, HongJiang Zhang. ICME 2004, 113-116. Web SearchBibTeX
6Locality preserving indexing for document representation. Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma. SIGIR 2004, 96-103. Web SearchBibTeXDownload
5Block-level link analysis. Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma. SIGIR 2004, 440-447. Web SearchBibTeXDownload
4Block-based web search. Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma. SIGIR 2004, 456-463. Web SearchBibTeXDownload
2003
3Extracting Content Structure for Web Pages Based on Visual Representation. Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma. APWeb 2003, 406-417. Web SearchBibTeXDownload
2Microsoft Research Asia at the Web Track of TREC 2003. Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, Wei-Ying Ma. TREC 2003, 408-417. Web SearchBibTeXDownload
1Improving pseudo-relevance feedback in web information retrieval using web page segmentation. Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma. WWW 2003, 11-18. Web SearchBibTeXDownload
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