Jieping Ye

	2009
74		Liang Sun, Shuiwang Ji, Jieping Ye: A least squares formulation for a class of generalized eigenvalue problems in machine learning. ICML 2009: 123
73		Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King: Non-monotonic feature selection. ICML 2009: 144
72		Liu Yang, Rong Jin, Jieping Ye: Online learning by ellipsoid method. ICML 2009: 145
71		Jianhui Chen, Lei Tang, Jun Liu, Jieping Ye: A convex formulation for learning shared structures from multiple tasks. ICML 2009: 18
70		Shuiwang Ji, Jieping Ye: An accelerated gradient method for trace norm minimization. ICML 2009: 58
69		Jun Liu, Jieping Ye: Efficient Euclidean projections in linear time. ICML 2009: 83
68		Shuiwang Ji, Jieping Ye: Linear Dimensionality Reduction for Multi-label Classification. IJCAI 2009: 1077-1082
67		Jun Liu, Jianhui Chen, Songcan Chen, Jieping Ye: Learning the Optimal Neighborhood Kernel for Classification. IJCAI 2009: 1144-1149
66		Liang Sun, Shuiwang Ji, Shipeng Yu, Jieping Ye: On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares. IJCAI 2009: 1230-1235
65		Lei Tang, Jianhui Chen, Jieping Ye: On Multiple Kernel Learning with Multiple Labels. IJCAI 2009: 1255-1260
64		Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye: Multiclass Probabilistic Kernel Discriminant Analysis. IJCAI 2009: 1363-1368
63		Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou: DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning. IJCAI 2009: 1445-1450
62		Liang Sun, Rinkal Patel, Jun Liu, Kewei Chen, Teresa Wu, Jing Li, Eric Reiman, Jieping Ye: Mining brain region connectivity for alzheimer's disease study via sparse inverse covariance estimation. KDD 2009: 1335-1344
61		Shuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye: Drosophila gene expression pattern annotation using sparse features and term-term interactions. KDD 2009: 407-416
60		Jun Liu, Jianhui Chen, Jieping Ye: Large-scale sparse logistic regression. KDD 2009: 547-556
59		Bao-Hong Shen, Shuiwang Ji, Jieping Ye: Mining discrete patterns via binary matrix factorization. KDD 2009: 757-766
58		Shuiwang Ji, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye: A bag-of-words approach for Drosophila gene expression pattern annotation. BMC Bioinformatics 10: (2009)
	2008
57		Shuiwang Ji, Jieping Ye: A unified framework for generalized Linear Discriminant Analysis. CVPR 2008
56		Liang Sun, Shuiwang Ji, Jieping Ye: A least squares formulation for canonical correlation analysis. ICML 2008: 1024-1031
55		Jianhui Chen, Jieping Ye: Training SVM with indefinite kernels. ICML 2008: 136-143
54		Jieping Ye, Kewei Chen, Teresa Wu, Jing Li, Zheng Zhao, Rinkal Patel, Min Bae, Ravi Janardan, Huan Liu, Gene Alexander, Eric Reiman: Heterogeneous data fusion for alzheimer's disease study. KDD 2008: 1025-1033
53		Jianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Mingrui Wu, Jieping Ye: Learning subspace kernels for classification. KDD 2008: 106-114
52		Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye: Extracting shared subspace for multi-label classification. KDD 2008: 381-389
51		Liang Sun, Shuiwang Ji, Jieping Ye: Hypergraph spectral learning for multi-label classification. KDD 2008: 668-676
50		Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang: Identifying biologically relevant genes via multiple heterogeneous data sources. KDD 2008: 839-847
49		Shuiwang Ji, Liang Sun, Rong Jin, Jieping Ye: Multi-label Multiple Kernel Learning. NIPS 2008: 777-784
48		Liang Sun, Shuiwang Ji, Jieping Ye: Adaptive diffusion kernel learning from biological networks for protein function prediction. BMC Bioinformatics 9: (2008)
47		Shuiwang Ji, Liang Sun, Rong Jin, Sudhir Kumar, Jieping Ye: Automated annotation of Drosophila gene expression patterns using a controlled vocabulary. Bioinformatics 24(17): 1881-1888 (2008)
46		Shuiwang Ji, Jieping Ye: Kernel Uncorrelated and Regularized Discriminant Analysis: A Theoretical and Computational Study. IEEE Trans. Knowl. Data Eng. 20(10): 1311-1321 (2008)
45		Shuiwang Ji, Jieping Ye: Generalized Linear Discriminant Analysis: A Unified Framework and Efficient Model Selection. IEEE Transactions on Neural Networks 19(10): 1768-1782 (2008)
44		Qi Li, Jieping Ye, Min Li, Chandra Kambhamettu: Adaptive Appearance Based Face Recognition. International Journal on Artificial Intelligence Tools 17(1): 175-193 (2008)
43		Qi Li, Chandra Kambhamettu, Jieping Ye: An evaluation of identity representability of facial expressions using feature distributions. Neurocomputing 71(10-12): 1902-1912 (2008)
42		Qi Li, Jieping Ye, Chandra Kambhamettu: Interest point detection using imbalance oriented selection. Pattern Recognition 41(2): 672-688 (2008)
41		Jieping Ye, Jianhui Chen, Ravi Janardan, Sudhir Kumar: Developmental stage annotation of Drosophila gene expression pattern images via an entire solution path for LDA. TKDD 2(1): (2008)
	2007
40		Jieping Ye, Zheng Zhao, Huan Liu: Adaptive Distance Metric Learning for Clustering. CVPR 2007
39		Vineeth Nallure Balasubramanian, Jieping Ye, Sethuraman Panchanathan: Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation. CVPR 2007
38		Jianhui Chen, Jieping Ye, Qi Li: Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction. CVPR 2007
37		Jieping Ye: Least squares linear discriminant analysis. ICML 2007: 1087-1093
36		Jieping Ye, Jianhui Chen, Shuiwang Ji: Discriminant kernel and regularization parameter learning via semidefinite programming. ICML 2007: 1095-1102
35		Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu: Nonlinear adaptive distance metric learning for clustering. KDD 2007: 123-132
34		Jieping Ye, Shuiwang Ji, Jianhui Chen: Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming. KDD 2007: 854-863
33		Jieping Ye, Zheng Zhao, Mingrui Wu: Discriminative K-means for Clustering. NIPS 2007
	2006
32		Jieping Ye, Tao Xiong, Qi Li, Ravi Janardan, Jinbo Bi, Vladimir Cherkassky, Chandra Kambhamettu: Efficient model selection for regularized linear discriminant analysis. CIKM 2006: 532-539
31		Tao Xiong, Jieping Ye, Vladimir Cherkassky: Kernel Uncorrelated and Orthogonal Discriminant Analysis: A Unified Approach. CVPR (1) 2006: 125-131
30		Jieping Ye, Tao Xiong: Null space versus orthogonal linear discriminant analysis. ICML 2006: 1073-1080
29		Qi Li, Jieping Ye, Min Li, Chandra Kambhamettu: Adaptive Appearance Based Face Recognition. ICTAI 2006: 677-684
28		Jieping Ye, Tie Wang: Regularized discriminant analysis for high dimensional, low sample size data. KDD 2006: 454-463
27		Jieping Ye, Tao Xiong, Ravi Janardan: CPM: A Covariance-preserving Projection Method. SDM 2006
26		Jieping Ye, Ivaylo Ilinkin, Ravi Janardan, Adam Isom: Multiple Structure Alignment and Consensus Identification for Proteins. WABI 2006: 115-125
25		Jieping Ye, Ravi Janardan, Qi Li, Haesun Park: Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 18(10): 1312-1322 (2006)
24		Jieping Ye, Tao Xiong: Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis. Journal of Machine Learning Research 7: 1183-1204 (2006)
23		Qi Li, Jieping Ye, Chandra Kambhamettu: Spatial interest pixels (SIPs): useful low-level features of visual media data. Multimedia Tools Appl. 30(1): 89-108 (2006)
	2005
22		Chris H. Q. Ding, Jieping Ye: 2-Dimensional Singular Value Decomposition for 2D Maps and Images. SDM 2005
21		Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar: IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. IEEE Trans. Knowl. Data Eng. 17(9): 1208-1222 (2005)
20		Jieping Ye, Qi Li: A Two-Stage Linear Discriminant Analysis via QR-Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 27(6): 929-941 (2005)
19		Jieping Ye: Characterization of a Family of Algorithms for Generalized Discriminant Analysis on Undersampled Problems. Journal of Machine Learning Research 6: 483-502 (2005)
18		Jieping Ye: Generalized Low Rank Approximations of Matrices. Machine Learning 61(1-3): 167-191 (2005)
	2004
17		Qi Li, Jieping Ye, Chandra Kambhamettu: Linear Projection Methods in Face Recognition under Unconstrained Illuminations: A Comparative Study. CVPR (2) 2004: 474-481
16		Jieping Ye, Ravi Janardan, Qi Li, Haesun Park: Feature extraction via generalized uncorrelated linear discriminant analysis. ICML 2004
15		Jieping Ye: Generalized low rank approximations of matrices. ICML 2004
14		Jieping Ye, Ravi Janardan, Qi Li: GPCA: an efficient dimension reduction scheme for image compression and retrieval. KDD 2004: 354-363
13		Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar: IDR/QR: an incremental dimension reduction algorithm via QR decomposition. KDD 2004: 364-373
12		Tao Xiong, Jieping Ye, Qi Li, Ravi Janardan, Vladimir Cherkassky: Efficient Kernel Discriminant Analysis via QR Decomposition. NIPS 2004
11		Jieping Ye, Ravi Janardan, Qi Li: Two-Dimensional Linear Discriminant Analysis. NIPS 2004
10		Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park: An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems. IEEE Trans. Pattern Anal. Mach. Intell. 26(8): 982-994 (2004)
9		Jieping Ye, Tao Li, Tao Xiong, Ravi Janardan: Using Uncorrelated Discriminant Analysis for Tissue Classification with Gene Expression Data. IEEE/ACM Trans. Comput. Biology Bioinform. 1(4): 181-190 (2004)
8		Jieping Ye, Ravi Janardan, Songtao Liu: Pairwise Protein Structure Alignment Based on an Orientation-independent Backbone Representation. J. Bioinformatics and Computational Biology 2(4): 699-718 (2004)
7		Jieping Ye, Ravi Janardan: Approximate Multiple Protein Structure Alignment Using the Sum-of-Pairs Distance. Journal of Computational Biology 11(5): 986-1000 (2004)
6		Jieping Ye, Qi Li: LDA/QR: an efficient and effective dimension reduction algorithm and its theoretical foundation. Pattern Recognition 37(4): 851-854 (2004)
	2003
5		Qi Li, Jieping Ye, Chandra Kambhamettu: Spatial Interest Pixels (SIPs): Useful Low-Level Features of Visual Media Data. ICDM 2003: 163-170
4		Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park: A new optimization criterion for generalized discriminant analysis on undersampled problems. ICDM 2003: 419-426
3		Jieping Ye, Ravi Janardan, Songtao Liu: Pairwise Protein Structure Alignment Based on an Orientation-Independent Representation of the Backbone Geometry. ICTAI 2003: 2-8
	2000
2		Ruibin Qu, Jieping Ye: Approximation of minimum energy curves. Applied Mathematics and Computation 108(2-3): 153-166 (2000)
1		Ruibin Qu, Jieping Ye: Efficient approximation of minimum energy curves with interpolatory constraints. Applied Mathematics and Computation 109(2-3): 151-166 (2000)

Coauthor Index

1	Gene Alexander	[54]
2	Min Bae	[54]
3	Vineeth Nallure Balasubramanian	[39]
4	Jinbo Bi	[32]
5	Betul Ceran	[53]
6	Yung Chang	[50]
7	Jianhui Chen	[34] [35] [36] [38] [41] [53] [55] [60] [65] [67] [71]
8	Kewei Chen	[54] [62]
9	Songcan Chen	[67]
10	Vladimir Cherkassky	[12] [31] [32]
11	Chris H. Q. Ding (Hong Q. Ding)	[22]
12	Ivaylo Ilinkin	[26]
13	Adam Isom	[26]
14	Ravi Janardan	[3] [4] [7] [8] [9] [10] [11] [12] [13] [14] [16] [21] [25] [26] [27] [32] [41] [54]
15	Shuiwang Ji	[34] [36] [45] [46] [47] [48] [49] [51] [52] [53] [56] [57] [58] [59] [61] [63] [66] [68] [70] [74]
16	Rong Jin	[47] [49] [72] [73]
17	Chandra Kambhamettu	[5] [17] [23] [29] [32] [42] [43] [44]
18	Irwin King	[73]
19	Sudhir Kumar	[41] [47] [58] [61] [63]
20	Vipin Kumar	[13] [21]
21	Jing Li	[54] [62]
22	Min Li	[29] [44]
23	Qi Li	[5] [6] [11] [12] [13] [14] [16] [17] [20] [21] [23] [25] [29] [32] [38] [42] [43] [44] [53]
24	Tao Li	[9]
25	Ying-Xin Li	[58] [61] [63]
26	Huan Liu	[35] [40] [50] [54] [64]
27	Jun Liu	[60] [62] [67] [69] [71]
28	Songtao Liu	[3] [8]
29	Michael R. Lyu	[73]
30	Sethuraman Panchanathan	[39]
31	Cheong Hee Park	[4] [10]
32	Haesun Park	[4] [10] [13] [16] [21] [25]
33	Rinkal Patel	[54] [62]
34	Ruibin Qu	[1] [2]
35	Eric Reiman	[54] [62]
36	Bao-Hong Shen	[59]
37	Liang Sun	[47] [48] [49] [51] [56] [62] [64] [66] [74]
38	Lei Tang	[52] [65] [71]
39	Jiangxin Wang	[50]
40	Tie Wang	[28]
41	Mingrui Wu	[33] [53]
42	Teresa Wu	[54] [62]
43	Hui Xiong	[13] [21]
44	Tao Xiong	[9] [12] [24] [27] [30] [31] [32]
45	Zenglin Xu	[73]
46	Liu Yang	[72]
47	Shipeng Yu	[52] [64] [66]
48	Lei Yuan	[61]
49	Zheng Zhao	[33] [35] [40] [50] [54] [64]
50	Zhi-Hua Zhou	[58] [61] [63]

Colors in the list of coauthors