Jieping Ye

2008
55	EE	Shuiwang Ji, Jieping Ye: A unified framework for generalized Linear Discriminant Analysis. CVPR 2008
54	EE	Liang Sun, Shuiwang Ji, Jieping Ye: A least squares formulation for canonical correlation analysis. ICML 2008: 1024-1031
53	EE	Jianhui Chen, Jieping Ye: Training SVM with indefinite kernels. ICML 2008: 136-143
52	EE	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
51	EE	Jianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Mingrui Wu, Jieping Ye: Learning subspace kernels for classification. KDD 2008: 106-114
50	EE	Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye: Extracting shared subspace for multi-label classification. KDD 2008: 381-389
49	EE	Liang Sun, Shuiwang Ji, Jieping Ye: Hypergraph spectral learning for multi-label classification. KDD 2008: 668-676
48	EE	Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang: Identifying biologically relevant genes via multiple heterogeneous data sources. KDD 2008: 839-847
47	EE	Shuiwang Ji, Liang Sun, Rong Jin, Jieping Ye: Multi-label Multiple Kernel Learning. NIPS 2008: 777-784
46	EE	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)
45	EE	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)
44	EE	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	EE	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	EE	Qi Li, Jieping Ye, Chandra Kambhamettu: Interest point detection using imbalance oriented selection. Pattern Recognition 41(2): 672-688 (2008)
41	EE	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	EE	Jieping Ye, Zheng Zhao, Huan Liu: Adaptive Distance Metric Learning for Clustering. CVPR 2007
39	EE	Vineeth Nallure Balasubramanian, Jieping Ye, Sethuraman Panchanathan: Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation. CVPR 2007
38	EE	Jianhui Chen, Jieping Ye, Qi Li: Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction. CVPR 2007
37	EE	Jieping Ye: Least squares linear discriminant analysis. ICML 2007: 1087-1093
36	EE	Jieping Ye, Jianhui Chen, Shuiwang Ji: Discriminant kernel and regularization parameter learning via semidefinite programming. ICML 2007: 1095-1102
35	EE	Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu: Nonlinear adaptive distance metric learning for clustering. KDD 2007: 123-132
34	EE	Jieping Ye, Shuiwang Ji, Jianhui Chen: Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming. KDD 2007: 854-863
33	EE	Jieping Ye, Zheng Zhao, Mingrui Wu: Discriminative K-means for Clustering. NIPS 2007
2006
32	EE	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	EE	Tao Xiong, Jieping Ye, Vladimir Cherkassky: Kernel Uncorrelated and Orthogonal Discriminant Analysis: A Unified Approach. CVPR (1) 2006: 125-131
30	EE	Jieping Ye, Tao Xiong: Null space versus orthogonal linear discriminant analysis. ICML 2006: 1073-1080
29	EE	Qi Li, Jieping Ye, Min Li, Chandra Kambhamettu: Adaptive Appearance Based Face Recognition. ICTAI 2006: 677-684
28	EE	Jieping Ye, Tie Wang: Regularized discriminant analysis for high dimensional, low sample size data. KDD 2006: 454-463
27	EE	Jieping Ye, Tao Xiong, Ravi Janardan: CPM: A Covariance-preserving Projection Method. SDM 2006
26	EE	Jieping Ye, Ivaylo Ilinkin, Ravi Janardan, Adam Isom: Multiple Structure Alignment and Consensus Identification for Proteins. WABI 2006: 115-125
25	EE	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	EE	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	EE	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	EE	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	EE	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	EE	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	EE	Jieping Ye: Generalized Low Rank Approximations of Matrices. Machine Learning 61(1-3): 167-191 (2005)
2004
17	EE	Qi Li, Jieping Ye, Chandra Kambhamettu: Linear Projection Methods in Face Recognition under Unconstrained Illuminations: A Comparative Study. CVPR (2) 2004: 474-481
16	EE	Jieping Ye, Ravi Janardan, Qi Li, Haesun Park: Feature extraction via generalized uncorrelated linear discriminant analysis. ICML 2004
15	EE	Jieping Ye: Generalized low rank approximations of matrices. ICML 2004
14	EE	Jieping Ye, Ravi Janardan, Qi Li: GPCA: an efficient dimension reduction scheme for image compression and retrieval. KDD 2004: 354-363
13	EE	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	EE	Tao Xiong, Jieping Ye, Qi Li, Ravi Janardan, Vladimir Cherkassky: Efficient Kernel Discriminant Analysis via QR Decomposition. NIPS 2004
11	EE	Jieping Ye, Ravi Janardan, Qi Li: Two-Dimensional Linear Discriminant Analysis. NIPS 2004
10	EE	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	EE	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	EE	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	EE	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	EE	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	EE	Qi Li, Jieping Ye, Chandra Kambhamettu: Spatial Interest Pixels (SIPs): Useful Low-Level Features of Visual Media Data. ICDM 2003: 163-170
4	EE	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	EE	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	EE	Ruibin Qu, Jieping Ye: Approximation of minimum energy curves. Applied Mathematics and Computation 108(2-3): 153-166 (2000)
1	EE	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	[52]
2	Min Bae	[52]
3	Vineeth Nallure Balasubramanian	[39]
4	Jinbo Bi	[32]
5	Betul Ceran	[51]
6	Yung Chang	[48]
7	Jianhui Chen	[34] [35] [36] [38] [41] [51] [53]
8	Kewei Chen	[52]
9	Vladimir Cherkassky	[12] [31] [32]
10	Chris H. Q. Ding (Hong Q. Ding)	[22]
11	Ivaylo Ilinkin	[26]
12	Adam Isom	[26]
13	Ravi Janardan	[3] [4] [7] [8] [9] [10] [11] [12] [13] [14] [16] [21] [25] [26] [27] [32] [41] [52]
14	Shuiwang Ji	[34] [36] [45] [46] [47] [49] [50] [51] [54] [55]
15	Rong Jin	[46] [47]
16	Chandra Kambhamettu	[5] [17] [23] [29] [32] [42] [43] [44]
17	Sudhir Kumar	[41] [46]
18	Vipin Kumar	[13] [21]
19	Jing Li	[52]
20	Min Li	[29] [44]
21	Qi Li	[5] [6] [11] [12] [13] [14] [16] [17] [20] [21] [23] [25] [29] [32] [38] [42] [43] [44] [51]
22	Tao Li	[9]
23	Huan Liu	[35] [40] [48] [52]
24	Songtao Liu	[3] [8]
25	Sethuraman Panchanathan	[39]
26	Cheong Hee Park	[4] [10]
27	Haesun Park	[4] [10] [13] [16] [21] [25]
28	Rinkal Patel	[52]
29	Ruibin Qu	[1] [2]
30	Eric Reiman	[52]
31	Liang Sun	[46] [47] [49] [54]
32	Lei Tang	[50]
33	Jiangxin Wang	[48]
34	Tie Wang	[28]
35	Mingrui Wu	[33] [51]
36	Teresa Wu	[52]
37	Hui Xiong	[13] [21]
38	Tao Xiong	[9] [12] [24] [27] [30] [31] [32]
39	Shipeng Yu	[50]
40	Zheng Zhao	[33] [35] [40] [48] [52]

Colors in the list of coauthors