Xiaofei He

2008
41	EE	Deng Cai, Xiaofei He, Jiawei Han: Training Linear Discriminant Analysis in Linear Time. ICDE 2008: 209-217
40	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)
39	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
38		Deng Cai, Xiaofei He, Jiawei Han: Isometric Projection. AAAI 2007: 528-533
37	EE	Deng Cai, Xiaofei He, Jiawei Han: Spectral regression: a unified subspace learning framework for content-based image retrieval. ACM Multimedia 2007: 403-412
36	EE	Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han: Regularized locality preserving indexing via spectral regression. CIKM 2007: 741-750
35	EE	Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang: Learning a Spatially Smooth Subspace for Face Recognition. CVPR 2007
34	EE	Deng Cai, Xiaofei He, Jiawei Han: Efficient Kernel Discriminant Analysis via Spectral Regression. ICDM 2007: 427-432
33	EE	Deng Cai, Xiaofei He, Jiawei Han: Spectral Regression: A Unified Approach for Sparse Subspace Learning. ICDM 2007: 73-82
32	EE	Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao: Locality Sensitive Discriminant Analysis. IJCAI 2007: 708-713
31	EE	Deng Cai, Xiaofei He, Jiawei Han: Regularized regression on image manifold for retrieval. Multimedia Information Retrieval 2007: 11-20
30	EE	Xiaofei He, Wanli Min, Deng Cai, Kun Zhou: Laplacian optimal design for image retrieval. SIGIR 2007: 119-126
29	EE	Wei Vivian Zhang, Xiaofei He, Benjamin Rey, Rosie Jones: Query rewriting using active learning for sponsored search. SIGIR 2007: 853-854
28	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
27	EE	Ke Lu, Xiaofei He, Jidong Zhao: Semi-supervised Support Vector Learning for Face Recognition. ISNN (2) 2006: 104-109
26	EE	Deng Cai, Xiaofei He, Jiawei Han: Tensor space model for document analysis. SIGIR 2006: 625-626
2005
25	EE	Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han: Image clustering with tensor representation. ACM Multimedia 2005: 132-140
24	EE	Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang: Neighborhood Preserving Embedding. ICCV 2005: 1208-1213
23	EE	Xiaofei He, Deng Cai, Wanli Min: Statistical and computational analysis of locality preserving projection. ICML 2005: 281-288
22	EE	Xiaofei He, Deng Cai, Partha Niyogi: Laplacian Score for Feature Selection. NIPS 2005
21	EE	Xiaofei He, Deng Cai, Partha Niyogi: Tensor Subspace Analysis. NIPS 2005
20	EE	Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han: Community Mining from Multi-relational Networks. PKDD 2005: 445-452
19	EE	Deng Cai, Xiaofei He: Orthogonal locality preserving indexing. SIGIR 2005: 3-10
18	EE	Deng Cai, Xiaofei He, Jiawei Han: Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng. 17(12): 1624-1637 (2005)
17	EE	Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, HongJiang Zhang: Face Recognition Using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. 27(3): 328-340 (2005)
16	EE	Ke Lu, Xiaofei He: Image retrieval based on incremental subspace learning. Pattern Recognition 38(11): 2047-2054 (2005)
2004
15	EE	Xiaofei He, Wei-Ying Ma, HongJiang Zhang: Learning an image manifold for retrieval. ACM Multimedia 2004: 17-23
14	EE	Xiaofei He: Incremental semi-supervised subspace learning for image retrieval. ACM Multimedia 2004: 2-8
13	EE	Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin: Locality preserving clustering for image database. ACM Multimedia 2004: 885-891
12	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
11	EE	Ke Lu, Xiaofei He, Jiazhi Zeng: Image Retrieval Using Dimensionality Reduction. CIS 2004: 775-781
10		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
9	EE	Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma: Block-level link analysis. SIGIR 2004: 440-447
8	EE	Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma: Locality preserving indexing for document representation. SIGIR 2004: 96-103
7		Shuicheng Yan, Xiaofei He, Yuxiao Hu, HongJiang Zhang, Mingjing Li, QianSheng Cheng: Bayesian shape localization for face recognition using global and local textures. IEEE Trans. Circuits Syst. Video Techn. 14(1): 102-113 (2004)
6	EE	Wanli Min, Ke Lu, Xiaofei He: Locality pursuit embedding. Pattern Recognition 37(4): 781-788 (2004)
2003
5	EE	Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel: Knowing a tree from the forest: art image retrieval using a society of profiles. ACM Multimedia 2003: 622-631
4	EE	Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang: Learning a Locality Preserving Subspace for Visual Recognition. ICCV 2003: 385-393
3	EE	Xiaofei He, Partha Niyogi: Locality Preserving Projections. NIPS 2003
2		Xiaofei He, Oliver King, Wei-Ying Ma, Mingjing Li, HongJiang Zhang: Learning a semantic space from user's relevance feedback for image retrieval. IEEE Trans. Circuits Syst. Video Techn. 13(1): 39-48 (2003)
2002
1	EE	Xiaofei He, Wei-Ying Ma, Oliver King, Mingjing Li, HongJiang Zhang: Learning and inferring a semantic space from user's relevance feedback for image retrieval. ACM Multimedia 2002: 343-346

Coauthor Index

1	Hujun Bao	[32]
2	Deng Cai	[8] [9] [10] [12] [13] [18] [19] [20] [21] [22] [23] [24] [25] [26] [28] [30] [31] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41]
3	QianSheng Cheng	[7]
4	Jiawei Han	[18] [20] [25] [26] [31] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41]
5	Yuxiao Hu	[4] [7] [17] [35]
6	Thomas S. Huang	[35]
7	Rosie Jones	[29]
8	Oliver King	[1] [2]
9	Hans-Peter Kriegel	[5]
10	Mingjing Li	[1] [2] [7]
11	Zhiwei Li	[12]
12	Xueyin Lin	[13]
13	Haifeng Liu	[8] [25]
14	Ke Lu	[6] [11] [16] [27]
15	Wei-Ying Ma	[1] [2] [5] [8] [9] [10] [12] [13] [15] [28]
16	Wanli Min	[6] [23] [30]
17	Partha Niyogi	[3] [17] [21] [22]
18	Benjamin Rey	[29]
19	Zheng Shao	[20]
20	Volker Tresp	[5]
21	Ji-Rong Wen	[9] [10] [12] [28]
22	Zhao Xu	[5]
23	Shuicheng Yan	[4] [7] [17] [24]
24	Xifeng Yan	[20]
25	Kai Yu	[5]
26	Jiazhi Zeng	[11]
27	HongJiang Zhang (Hong-Jiang Zhang)	[1] [2] [4] [5] [7] [10] [15] [17] [24] [28]
28	Wei Vivian Zhang	[29] [36]
29	Jidong Zhao	[27]
30	Xin Zheng	[13]
31	Kun Zhou	[30] [32]