Deng Cai

2008
38		Deng Cai, Xiaofei He, Jiawei Han: Sparse Projections over Graph. AAAI 2008: 610-615
37	EE	Deng Cai, Qiaozhu Mei, Jiawei Han, Chengxiang Zhai: Modeling hidden topics on document manifold. CIKM 2008: 911-920
36	EE	Deng Cai, Xiaofei He, Jiawei Han: Training Linear Discriminant Analysis in Linear Time. ICDE 2008: 209-217
35	EE	Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han: Non-negative Matrix Factorization on Manifold. ICDM 2008: 63-72
34	EE	Qiaozhu Mei, Deng Cai, Duo Zhang, ChengXiang Zhai: Topic modeling with network regularization. WWW 2008: 101-110
33	EE	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)
32	EE	Xiaofei He, Deng Cai, Jiawei Han: Learning a Maximum Margin Subspace for Image Retrieval. IEEE Trans. Knowl. Data Eng. 20(2): 189-201 (2008)
2007
31		Deng Cai, Xiaofei He, Jiawei Han: Isometric Projection. AAAI 2007: 528-533
30	EE	Deng Cai, Xiaofei He, Jiawei Han: Spectral regression: a unified subspace learning framework for content-based image retrieval. ACM Multimedia 2007: 403-412
29	EE	Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han: Regularized locality preserving indexing via spectral regression. CIKM 2007: 741-750
28	EE	Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang: Learning a Spatially Smooth Subspace for Face Recognition. CVPR 2007
27	EE	Deng Cai, Xiaofei He, Jiawei Han: Semi-supervised Discriminant Analysis. ICCV 2007: 1-7
26	EE	Deng Cai, Xiaofei He, Jiawei Han: Spectral Regression for Efficient Regularized Subspace Learning. ICCV 2007: 1-8
25	EE	Deng Cai, Xiaofei He, Jiawei Han: Efficient Kernel Discriminant Analysis via Spectral Regression. ICDM 2007: 427-432
24	EE	Deng Cai, Xiaofei He, Jiawei Han: Spectral Regression: A Unified Approach for Sparse Subspace Learning. ICDM 2007: 73-82
23	EE	Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao: Locality Sensitive Discriminant Analysis. IJCAI 2007: 708-713
22	EE	Deng Cai, Xiaofei He, Jiawei Han: Regularized regression on image manifold for retrieval. Multimedia Information Retrieval 2007: 11-20
21	EE	Xiaofei He, Wanli Min, Deng Cai, Kun Zhou: Laplacian optimal design for image retrieval. SIGIR 2007: 119-126
20	EE	Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma, Hong-Jiang Zhang: Clustering and searching WWW images using link and page layout analysis. TOMCCAP 3(2): (2007)
2006
19	EE	Deng Cai, Xiaofei He, Jiawei Han: Tensor space model for document analysis. SIGIR 2006: 625-626
18	EE	Ke Lu, Jidong Zhao, Deng Cai: An algorithm for semi-supervised learning in image retrieval. Pattern Recognition 39(4): 717-720 (2006)
2005
17	EE	Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han: Image clustering with tensor representation. ACM Multimedia 2005: 132-140
16	EE	Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang: Neighborhood Preserving Embedding. ICCV 2005: 1208-1213
15	EE	Xiaofei He, Deng Cai, Wanli Min: Statistical and computational analysis of locality preserving projection. ICML 2005: 281-288
14	EE	Xiaofei He, Deng Cai, Partha Niyogi: Laplacian Score for Feature Selection. NIPS 2005
13	EE	Xiaofei He, Deng Cai, Partha Niyogi: Tensor Subspace Analysis. NIPS 2005
12	EE	Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han: Community Mining from Multi-relational Networks. PKDD 2005: 445-452
11	EE	Deng Cai, Xiaofei He: Orthogonal locality preserving indexing. SIGIR 2005: 3-10
10	EE	Deng Cai, Xiaofei He, Jiawei Han: Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng. 17(12): 1624-1637 (2005)
2004
9	EE	Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin: Locality preserving clustering for image database. ACM Multimedia 2004: 885-891
8	EE	Deng Cai, Xiaofei He, Zhiwei Li, Wei-Ying Ma, Ji-Rong Wen: Hierarchical clustering of WWW image search results using visual, textual and link information. ACM Multimedia 2004: 952-959
7		Deng Cai, Xiaofei He, Wei-Ying Ma, Ji-Rong Wen, HongJiang Zhang: Organizing WWW images based on the analysis of page layout and Web link structure. ICME 2004: 113-116
6	EE	Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma: Block-level link analysis. SIGIR 2004: 440-447
5	EE	Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma: Block-based web search. SIGIR 2004: 456-463
4	EE	Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma: Locality preserving indexing for document representation. SIGIR 2004: 96-103
2003
3	EE	Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma: Extracting Content Structure for Web Pages Based on Visual Representation. APWeb 2003: 406-417
2	EE	Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, Wei-Ying Ma: Microsoft Research Asia at the Web Track of TREC 2003. TREC 2003: 408-417
1	EE	Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma: Improving pseudo-relevance feedback in web information retrieval using web page segmentation. WWW 2003: 11-18

Coauthor Index

1	Hujun Bao	[23]
2	Jiawei Han	[10] [12] [17] [19] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [35] [36] [37] [38]
3	Xiaofei He	[4] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [35] [36] [38]
4	Yuxiao Hu	[28]
5	Thomas S. Huang	[28]
6	Zhiwei Li	[8]
7	Xueyin Lin	[9]
8	Haifeng Liu	[4] [17]
9	Ke Lu	[18]
10	Wei-Ying Ma	[1] [2] [3] [4] [5] [6] [7] [8] [9] [20]
11	Qiaozhu Mei	[34] [37]
12	Wanli Min	[15] [21]
13	Partha Niyogi	[13] [14]
14	Zheng Shao	[12]
15	Ruihua Song	[2]
16	Ji-Rong Wen	[1] [2] [3] [5] [6] [7] [8] [20]
17	Xiaoyun Wu	[35]
18	Shuicheng Yan	[16]
19	Xifeng Yan	[12]
20	Shaozhi Ye	[2]
21	Shipeng Yu	[1] [2] [3] [5]
22	ChengXiang Zhai (Chengxiang Zhai)	[34] [37]
23	Duo Zhang	[34]
24	HongJiang Zhang (Hong-Jiang Zhang)	[7] [16] [20]
25	Wei Vivian Zhang	[29]
26	Jidong Zhao	[18]
27	Xin Zheng	[9]
28	Kun Zhou	[21] [23]
29	Kaihua Zhu	[2]