Xiaofei He

	2012
92		Deng Cai, Xiaofei He: Manifold Adaptive Experimental Design for Text Categorization. IEEE Trans. Knowl. Data Eng. 24(4): 707-719 (2012)
91		Lijun Zhang, Chun Chen, Jiajun Bu, Xiaofei He: A Unified Feature and Instance Selection Framework Using Optimum Experimental Design. IEEE Transactions on Image Processing 21(5): 2379-2388 (2012)
	2011
90		Deng Cai, Hujun Bao, Xiaofei He: Sparse concept coding for visual analysis. CVPR 2011: 2905-2910
89		Yan Chen, Hujun Bao, Xiaofei He: Non-negative local coordinate factorization for image representation. CVPR 2011: 569-574
88		Binbin Lin, Chiyuan Zhang, Xiaofei He: Semi-supervised Regression via Parallel Field Regularization. NIPS 2011: 433-441
87		Bin Xu, Jiajun Bu, Chun Chen, Deng Cai, Xiaofei He, Wei Liu, Jiebo Luo: Efficient manifold ranking for image retrieval. SIGIR 2011: 525-534
86		Ming Ji, Jun Yan, Siyu Gu, Jiawei Han, Xiaofei He, Wei Vivian Zhang, Zheng Chen: Learning search tasks in queries and web pages via graph regularization. SIGIR 2011: 55-64
85		Shulong Tan, Jiajun Bu, Chun Chen, Xiaofei He: Using Rich Social Media Information for Music Recommendation via Hypergraph Model. Social Media Modeling and Computing 2011: 213-237
84		Changjin Xu, Maoxin Liao, Xiaofei He: Stability and Hopf bifurcation analysis for a Lotka-Volterra predator-prey model with two delays. Applied Mathematics and Computer Science 21(1): 97-107 (2011)
83		Qi-Ming Zhang, Xiaofei He, Jianchu Jiang: On Lyapunov-type inequalities for nonlinear dynamic systems on time scales. Computers & Mathematics with Applications 62(11): 4028-4038 (2011)
82		Xiaofei He, Qi-Ming Zhang: A discrete analogue of Lyapunov-type inequalities for nonlinear difference systems. Computers & Mathematics with Applications 62(2): 677-684 (2011)
81		Deng Cai, Xiaofei He, Jiawei Han: Locally Consistent Concept Factorization for Document Clustering. IEEE Trans. Knowl. Data Eng. 23(6): 902-913 (2011)
80		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)
79		Xiaofei He, Ming Ji, Chiyuan Zhang, Hujun Bao: A Variance Minimization Criterion to Feature Selection Using Laplacian Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 33(10): 2013-2025 (2011)
78		Lijun Zhang, Chun Chen, Jiajun Bu, Deng Cai, Xiaofei He, Thomas S. Huang: Active Learning Based on Locally Linear Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 33(10): 2026-2038 (2011)
77		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)
76		Changjin Xu, Xiaofei He, Peiluan Li: Global existence of periodic solutions in a six-neuron BAM neural network model with discrete delays. Neurocomputing 74(17): 3257-3267 (2011)
75		Wei Hua, Xiaofei He: Discriminative concept factorization for data representation. Neurocomputing 74(18): 3800-3807 (2011)
74		Can Wang, Xiaofei He, Jiajun Bu, Zhengguang Chen, Chun Chen, Ziyu Guan: Image representation using Laplacian regularized nonnegative tensor factorization. Pattern Recognition 44(10-11): 2516-2526 (2011)
73		Shulong Tan, Jiajun Bu, Chun Chen, Bin Xu, Can Wang, Xiaofei He: Using rich social media information for music recommendation via hypergraph model. TOMCCAP 7(Supplement): 22 (2011)
72		Deng Cai, Xiaofei He, Jiawei Han: Speed up kernel discriminant analysis. VLDB J. 20(1): 21-33 (2011)
	2010
71		Jialu Liu, Deng Cai, Xiaofei He: Gaussian Mixture Model with Local Consistency. AAAI 2010
70		Lijun Zhang, Chun Chen, Jiajun Bu, Zhengguang Chen, Shulong Tan, Xiaofei He: Discriminative codeword selection for image representation. ACM Multimedia 2010: 173-182
69		Jiajun Bu, Shulong Tan, Chun Chen, Can Wang, Hao Wu, Lijun Zhang, Xiaofei He: Music recommendation by unified hypergraph: combining social media information and music content. ACM Multimedia 2010: 391-400
68		Feng Xie, Yi Shen, Xiaofei He: K-way min-max cut for image clustering and junk images filtering from Google images. ACM Multimedia 2010: 803-806
67		Deng Cai, Chiyuan Zhang, Xiaofei He: Unsupervised feature selection for multi-cluster data. KDD 2010: 333-342
66		Ziyu Guan, Can Wang, Jiajun Bu, Chun Chen, Kun Yang, Deng Cai, Xiaofei He: Document recommendation in social tagging services. WWW 2010: 391-400
65		Guang Qiu, Xiaofei He, Feng Zhang, Yuan Shi, Jiajun Bu, Chun Chen: DASA: Dissatisfaction-oriented Advertising based on Sentiment Analysis. Expert Syst. Appl. 37(9): 6182-6191 (2010)
64		Yahong Han, Fei Wu, Yueting Zhuang, Xiaofei He: Multi-Label Transfer Learning With Sparse Representation. IEEE Trans. Circuits Syst. Video Techn. 20(8): 1110-1121 (2010)
63		Xiaofei He: Laplacian Regularized D-Optimal Design for Active Learning and Its Application to Image Retrieval. IEEE Transactions on Image Processing 19(1): 254-263 (2010)
62		Binbin Lin, Xiaofei He, Yuan Zhou, Ligang Liu, Ke Lu: Approximately harmonic projection: Theoretical analysis and an algorithm. Pattern Recognition 43(10): 3307-3313 (2010)
61		Xiaofei He: Laplacianfaces. Scholarpedia 5(8): 9324 (2010)
	2009
60		Lijun Zhang, Chun Chen, Wei Chen, Jiajun Bu, Deng Cai, Xiaofei He: Convex experimental design using manifold structure for image retrieval. ACM Multimedia 2009: 45-54
59		Yuanlong Shao, Yuan Zhou, Xiaofei He, Deng Cai, Hujun Bao: Semi-supervised topic modeling for image annotation. ACM Multimedia 2009: 521-524
58		Xiaofei He, Ming Ji, Hujun Bao: A unified active and semi-supervised learning framework for image compression. CVPR 2009: 65-72
57		Xiaofei He, Deng Cai: Active subspace learning. ICCV 2009: 911-916
56		Deng Cai, Xuanhui Wang, Xiaofei He: Probabilistic dyadic data analysis with local and global consistency. ICML 2009: 14
55		Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han: Locality Preserving Nonnegative Matrix Factorization. IJCAI 2009: 1010-1015
54		Xiaofei He, Ming Ji, Hujun Bao: Graph Embedding with Constraints. IJCAI 2009: 1065-1070
53		Junfeng Wang, Xiaofei He, Can Wang, Jian Pei, Jiajun Bu, Chun Chen, Ziyu Guan, Gang Lu: News article extraction with template-independent wrapper. WWW 2009: 1085-1086
52		Hao Wu, Guang Qiu, Xiaofei He, Yuan Shi, Mingcheng Qu, Jing Shen, Jiajun Bu, Chun Chen: Advertising keyword generation using active learning. WWW 2009: 1095-1096
51		Junyan Zhu, Can Wang, Xiaofei He, Jiajun Bu, Chun Chen, Shujie Shang, Mingcheng Qu, Gang Lu: Tag-oriented document summarization. WWW 2009: 1195-1196
50		Mingcheng Qu, Guang Qiu, Xiaofei He, Cheng Zhang, Hao Wu, Jiajun Bu, Chun Chen: Probabilistic question recommendation for question answering communities. WWW 2009: 1229-1230
49		Can Wang, Jun Zhao, Xiaofei He, Chun Chen, Jiajun Bu: Image retrieval using nonlinear manifold embedding. Neurocomputing 72(16-18): 3922-3929 (2009)
	2008
48		Deng Cai, Xiaofei He, Jiawei Han: Sparse Projections over Graph. AAAI 2008: 610-615
47		Deng Cai, Xiaofei He, Jiawei Han: Training Linear Discriminant Analysis in Linear Time. ICDE 2008: 209-217
46		Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han: Non-negative Matrix Factorization on Manifold. ICDM 2008: 63-72
45		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)
44		Xiaofei He, Deng Cai, Jiawei Han: Learning a Maximum Margin Subspace for Image Retrieval. IEEE Trans. Knowl. Data Eng. 20(2): 189-201 (2008)
43		Jidong Zhao, Ke Lu, Xiaofei He: Locality sensitive semi-supervised feature selection. Neurocomputing 71(10-12): 1842-1849 (2008)
42		Xiaofei He, Pradhuman Jhala: Regularized query classification using search click information. Pattern Recognition 41(7): 2283-2288 (2008)
	2007
41		Deng Cai, Xiaofei He, Jiawei Han: Isometric Projection. AAAI 2007: 528-533
40		Deng Cai, Xiaofei He, Jiawei Han: Spectral regression: a unified subspace learning framework for content-based image retrieval. ACM Multimedia 2007: 403-412
39		Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han: Regularized locality preserving indexing via spectral regression. CIKM 2007: 741-750
38		Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang: Learning a Spatially Smooth Subspace for Face Recognition. CVPR 2007
37		Deng Cai, Xiaofei He, Jiawei Han: Semi-supervised Discriminant Analysis. ICCV 2007: 1-7
36		Deng Cai, Xiaofei He, Jiawei Han: Spectral Regression for Efficient Regularized Subspace Learning. ICCV 2007: 1-8
35		Deng Cai, Xiaofei He, Jiawei Han: Efficient Kernel Discriminant Analysis via Spectral Regression. ICDM 2007: 427-432
34		Deng Cai, Xiaofei He, Jiawei Han: Spectral Regression: A Unified Approach for Sparse Subspace Learning. ICDM 2007: 73-82
33		Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao: Locality Sensitive Discriminant Analysis. IJCAI 2007: 708-713
32		Deng Cai, Xiaofei He, Jiawei Han: Regularized regression on image manifold for retrieval. Multimedia Information Retrieval 2007: 11-20
31		Xiaofei He, Wanli Min, Deng Cai, Kun Zhou: Laplacian optimal design for image retrieval. SIGIR 2007: 119-126
30		Wei Vivian Zhang, Xiaofei He, Benjamin Rey, Rosie Jones: Query rewriting using active learning for sponsored search. SIGIR 2007: 853-854
29		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
28		Ke Lu, Xiaofei He, Jidong Zhao: Semi-supervised Support Vector Learning for Face Recognition. ISNN (2) 2006: 104-109
27		Deng Cai, Xiaofei He, Jiawei Han: Tensor space model for document analysis. SIGIR 2006: 625-626
26		Deng Cai, Xiaofei He, Jiawei Han, HongJiang Zhang: Orthogonal Laplacianfaces for Face Recognition. IEEE Transactions on Image Processing 15(11): 3608-3614 (2006)
	2005
25		Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han: Image clustering with tensor representation. ACM Multimedia 2005: 132-140
24		Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang: Neighborhood Preserving Embedding. ICCV 2005: 1208-1213
23		Xiaofei He, Deng Cai, Wanli Min: Statistical and computational analysis of locality preserving projection. ICML 2005: 281-288
22		Xiaofei He, Deng Cai, Partha Niyogi: Laplacian Score for Feature Selection. NIPS 2005
21		Xiaofei He, Deng Cai, Partha Niyogi: Tensor Subspace Analysis. NIPS 2005
20		Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han: Community Mining from Multi-relational Networks. PKDD 2005: 445-452
19		Deng Cai, Xiaofei He: Orthogonal locality preserving indexing. SIGIR 2005: 3-10
18		Deng Cai, Xiaofei He, Jiawei Han: Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng. 17(12): 1624-1637 (2005)
17		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		Ke Lu, Xiaofei He: Image retrieval based on incremental subspace learning. Pattern Recognition 38(11): 2047-2054 (2005)
	2004
15		Xiaofei He, Wei-Ying Ma, HongJiang Zhang: Learning an image manifold for retrieval. ACM Multimedia 2004: 17-23
14		Xiaofei He: Incremental semi-supervised subspace learning for image retrieval. ACM Multimedia 2004: 2-8
13		Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin: Locality preserving clustering for image database. ACM Multimedia 2004: 885-891
12		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		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		Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma: Block-level link analysis. SIGIR 2004: 440-447
8		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		Wanli Min, Ke Lu, Xiaofei He: Locality pursuit embedding. Pattern Recognition 37(4): 781-788 (2004)
	2003
5		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		Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang: Learning a Locality Preserving Subspace for Visual Recognition. ICCV 2003: 385-393
3		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		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	[33] [54] [55] [58] [59] [79] [80] [89] [90]
2	Jiajun Bu	[49] [50] [51] [52] [53] [60] [65] [66] [69] [70] [73] [74] [78] [85] [87] [91]
3	Deng Cai	[8] [9] [10] [12] [13] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [29] [31] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41] [44] [45] [46] [47] [48] [55] [56] [57] [59] [60] [66] [67] [71] [72] [77] [78] [80] [81] [87] [90] [92]
4	Chun Chen	[49] [50] [51] [52] [53] [60] [65] [66] [69] [70] [73] [74] [78] [85] [87] [91]
5	Yan Chen	[89]
6	Zheng Chen	[86]
7	Zhengguang Chen	[70] [74]
8	Wei Chen	[60]
9	QianSheng Cheng	[7]
10	Siyu Gu	[86]
11	Ziyu Guan	[53] [66] [74]
12	Jiawei Han	[18] [20] [25] [26] [27] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41] [44] [45] [46] [47] [48] [55] [72] [77] [80] [81] [86]
13	Yahong Han	[64]
14	Yuxiao Hu	[4] [7] [17] [38]
15	Wei Hua	[75]
16	Thomas S. Huang	[38] [77] [78]
17	Pradhuman Jhala	[42]
18	Ming Ji	[54] [58] [79] [86]
19	Jianchu Jiang	[83]
20	Rosie Jones	[30]
21	Oliver King	[1] [2]
22	Hans-Peter Kriegel	[5]
23	Mingjing Li	[1] [2] [7]
24	Peiluan Li	[76]
25	Zhiwei Li	[12]
26	Maoxin Liao	[84]
27	Binbin Lin	[62] [88]
28	Xueyin Lin	[13]
29	Haifeng Liu	[8] [25]
30	Jialu Liu	[71]
31	Ligang Liu	[62]
32	Wei Liu	[87]
33	Gang Lu	[51] [53]
34	Ke Lu	[6] [11] [16] [28] [43] [62]
35	Jiebo Luo	[87]
36	Wei-Ying Ma	[1] [2] [5] [8] [9] [10] [12] [13] [15] [29]
37	Wanli Min	[6] [23] [31]
38	Partha Niyogi	[3] [17] [21] [22]
39	Jian Pei	[53]
40	Guang Qiu	[50] [52] [65]
41	Mingcheng Qu	[50] [51] [52]
42	Benjamin Rey	[30]
43	Shujie Shang	[51]
44	Yuanlong Shao	[59] [80]
45	Zheng Shao	[20]
46	Jing Shen	[52]
47	Yi Shen	[68]
48	Yuan Shi	[52] [65]
49	Shulong Tan	[69] [70] [73] [85]
50	Volker Tresp	[5]
51	Can Wang	[49] [51] [53] [66] [69] [73] [74]
52	Junfeng Wang	[53]
53	Xuanhui Wang	[55] [56]
54	Ji-Rong Wen	[9] [10] [12] [29]
55	Fei Wu	[64]
56	Hao Wu	[50] [52] [69]
57	Xiaoyun Wu	[46]
58	Feng Xie	[68]
59	Bin Xu	[73] [87]
60	Changjin Xu	[76] [84]
61	Zhao Xu	[5]
62	Jun Yan	[86]
63	Shuicheng Yan	[4] [7] [17] [24]
64	Xifeng Yan	[20]
65	Kun Yang	[66]
66	Kai Yu	[5]
67	Jiazhi Zeng	[11]
68	Cheng Zhang	[50]
69	Chiyuan Zhang	[67] [79] [88]
70	Feng Zhang	[65]
71	HongJiang Zhang (Hong-Jiang Zhang)	[1] [2] [4] [5] [7] [10] [15] [17] [24] [26] [29]
72	Qi-Ming Zhang	[82] [83]
73	Wei Vivian Zhang	[30] [39] [86]
74	Lijun Zhang	[60] [69] [70] [78] [91]
75	Jidong Zhao	[28] [43]
76	Jun Zhao	[49]
77	Xin Zheng	[13]
78	Kun Zhou	[31] [33]
79	Yuan Zhou	[59] [62]
80	Junyan Zhu	[51]
81	Yueting Zhuang	[64]

Colors in the list of coauthors

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