Heng Huang

	2012
75		Hua Wang, Heng Huang, Chris H. Q. Ding: Function-Function Correlated Multi-Label Protein Function Prediction over Interaction Networks. RECOMB 2012: 302-313
74		Hua Wang, Heng Huang, Chris H. Q. Ding, Feiping Nie: Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization. RECOMB 2012: 314-325
73		Hua Wang, Feiping Nie, Heng Huang, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, Li Shen: Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort. Bioinformatics 28(2): 229-237 (2012)
	2011
72		Hua Wang, Feiping Nie, Heng Huang: Learning Instance Specific Distance for Multi-Instance Classification. AAAI 2011
71		Dijun Luo, Chris H. Q. Ding, Heng Huang: Linear Discriminant Analysis: New Formulations and Overfit Analysis. AAAI 2011
70		Dijun Luo, Chris H. Q. Ding, Heng Huang: Multi-Level Cluster Indicator Decompositions of Matrices and Tensors. AAAI 2011
69		Hua Wang, Feiping Nie, Heng Huang, Yi Yang: Learning frame relevance for video classification. ACM Multimedia 2011: 1345-1348
68		Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Heng Huang: Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis. CIKM 2011: 2509-2512
67		Hua Wang, Heng Huang, Chris H. Q. Ding: Simultaneous clustering of multi-type relational data via symmetric nonnegative matrix tri-factorization. CIKM 2011: 279-284
66		Deguang Kong, Chris H. Q. Ding, Heng Huang: Robust nonnegative matrix factorization using L21-norm. CIKM 2011: 673-682
65		Xiao Cai, Feiping Nie, Heng Huang, Farhad Kamangar: Heterogeneous image feature integration via multi-modal spectral clustering. CVPR 2011: 1977-1984
64		Hua Wang, Heng Huang, Chris H. Q. Ding: Image annotation using bi-relational graph of images and semantic labels. CVPR 2011: 793-800
63		Dijun Luo, Chris H. Q. Ding, Heng Huang: Graph Evolution via Social Diffusion Processes. ECML/PKDD (2) 2011: 390-404
62		Dijun Luo, Feiping Nie, Chris H. Q. Ding, Heng Huang: Multi-Subspace Representation and Discovery. ECML/PKDD (2) 2011: 405-420
61		Dijun Luo, Heng Huang, Chris H. Q. Ding: Discriminative high order SVD: Adaptive tensor subspace selection for image classification, clustering, and retrieval. ICCV 2011: 1443-1448
60		Feiping Nie, Hua Wang, Heng Huang, Chris H. Q. Ding: Unsupervised and semi-supervised learning via ℓ1-norm graph. ICCV 2011: 2268-2273
59		Hua Wang, Feiping Nie, Heng Huang, Chris H. Q. Ding: Dyadic transfer learning for cross-domain image classification. ICCV 2011: 551-556
58		Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Chris H. Q. Ding, Andrew J. Saykin, Li Shen, Adni: Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance. ICCV 2011: 557-562
57		Dijun Luo, Chris H. Q. Ding, Heng Huang, Feiping Nie: Consensus spectral clustering in near-linear time. ICDE 2011: 1079-1090
56		Hua Wang, Feiping Nie, Heng Huang, Chris H. Q. Ding: Nonnegative Matrix Tri-factorization Based High-Order Co-clustering and Its Fast Implementation. ICDM 2011: 774-783
55		Xiao Cai, Feiping Nie, Heng Huang, Chris H. Q. Ding: Multi-Class L2, 1-Norm Support Vector Machine. ICDM 2011: 91-100
54		Dijun Luo, Chris H. Q. Ding, Feiping Nie, Heng Huang: Cauchy Graph Embedding. ICML 2011: 553-560
53		Dijun Luo, Chris H. Q. Ding, Heng Huang: Cluster Indicator Decomposition for Efficient Matrix Factorization. IJCAI 2011: 1384-1389
52		Dijun Luo, Heng Huang: Ball Ranking Machine for Content-Based Multimedia Retrieval. IJCAI 2011: 1390-1395
51		Feiping Nie, Heng Huang, Chris H. Q. Ding, Dijun Luo, Hua Wang: Robust Principal Component Analysis with Non-Greedy l1-Norm Maximization. IJCAI 2011: 1433-1438
50		Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon: Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering. IJCAI 2011: 1553-1558
49		Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen: Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression. MICCAI (3) 2011: 115-123
48		Hua Wang, Heng Huang, Farhad Kamangar, Feiping Nie, Chris H. Q. Ding: Maximum Margin Multi-Instance Learning. NIPS 2011: 1-9
47		Dijun Luo, Chris H. Q. Ding, Heng Huang: Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms. PAKDD (1) 2011: 148-159
46		Hua Wang, Heng Huang, Monica Basco, Molly Lopez, Fillia Makedon: Cost effective depression patient thought record categorization via self-taught learning. PETRA 2011: 41
45		Hua Wang, Heng Huang, Feiping Nie, Chris H. Q. Ding: Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization. SIGIR 2011: 933-942
	2010
44		Hua Wang, Heng Huang, Chris H. Q. Ding: Discriminant Laplacian Embedding. AAAI 2010
43		Hua Wang, Chris H. Q. Ding, Heng Huang: Multi-Label Classification: Inconsistency and Class Balanced K-Nearest Neighbor. AAAI 2010
42		Hua Wang, Heng Huang, Chris H. Q. Ding: Image Categorization Using Directed Graphs. ECCV (3) 2010: 762-775
41		Hua Wang, Heng Huang, Chris H. Q. Ding: Multi-label Feature Transform for Image Classifications. ECCV (4) 2010: 793-806
40		Hua Wang, Chris H. Q. Ding, Heng Huang: Multi-label Linear Discriminant Analysis. ECCV (6) 2010: 126-139
39		Feiping Nie, Chris H. Q. Ding, Dijun Luo, Heng Huang: Improved MinMax Cut Graph Clustering with Nonnegative Relaxation. ECML/PKDD (2) 2010: 451-466
38		Hua Wang, Chris H. Q. Ding, Heng Huang: Directed Graph Learning via High-Order Co-linkage Analysis. ECML/PKDD (3) 2010: 451-466
37		Dijun Luo, Chris H. Q. Ding, Heng Huang: Towards Structural Sparsity: An Explicit l2/l0 Approach. ICDM 2010: 344-353
36		Feiping Nie, Heng Huang, Xiao Cai, Chris H. Q. Ding: Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization. NIPS 2010: 1813-1821
35		Heng Huang, Yuxu Lin, Mingli Song, Jiajun Bu, Chun Chen: Face Aging by Sparse Representation. PCM (2) 2010: 571-582
34		Fillia Makedon, Rong Zhang, Georgios Alexandrakis, Charles B. Owen, Heng Huang, Andrew J. Saykin: An interactive user interface system for Alzheimer's intervention. PETRA 2010
33		Hua Wang, Heng Huang, Yanzi Hu, Mindi Anderson, Pamela Rollins, Fillia Makedon: Emotion detection via discriminative kernel method. PETRA 2010
32		Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo: Mass spectrometry data processing using zero-crossing lines in multi-scale of Gaussian derivative wavelet. Bioinformatics 26(18): (2010)
31		An P. N. Vo, Nha Nguyen, Heng Huang: Solenoid and non-solenoid protein recognition using stationary wavelet packet transform. Bioinformatics 26(18): (2010)
30		Dijun Luo, Heng Huang, Chris H. Q. Ding, Feiping Nie: On the eigenvectors of p-Laplacian. Machine Learning 81(1): 37-51 (2010)
	2009
29		Dijun Luo, Heng Huang: Link prediction of multimedia social network via unsupervised face recognition. ACM Multimedia 2009: 805-808
28		Vangelis Metsis, Heng Huang, Fillia Makedon, Aria Tzika: Heterogeneous Data Fusion to Type Brain Tumor Biopsies. AIAI 2009: 233-240
27		Dijun Luo, Chris H. Q. Ding, Heng Huang: Symmetric two dimensional linear discriminant analysis (2DLDA). CVPR 2009: 2820-2827
26		Hua Wang, Heng Huang, Chris H. Q. Ding: Image annotation using multi-label correlated Green's function. ICCV 2009: 2029-2034
25		Dijun Luo, Chris H. Q. Ding, Heng Huang, Tao Li: Non-negative Laplacian Embedding. ICDM 2009: 337-346
24		Dijun Luo, Heng Huang, Chris H. Q. Ding: Are Tensor Decomposition Solutions Unique? On the global convergence of HOSVD and ParaFac algorithms CoRR abs/0902.4521: (2009)
23		Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo: Peak Detection in Mass Spectrometry by Gabor Filters and Envelope Analysis. J. Bioinformatics and Computational Biology 7(3): 547-569 (2009)
	2008
22		Heng Huang, Chris H. Q. Ding: Robust tensor factorization using R1 norm. CVPR 2008
21		Chris H. Q. Ding, Heng Huang, Dijun Luo: Tensor reduction error analysis - Applications to video compression and classification. CVPR 2008
20		Heng Huang, Fillia Makedon, Roderick McColl: High dimensional statistical shape model for medical image analysis. ISBI 2008: 1541-1544
19		Heng Huang, Chris H. Q. Ding, Dijun Luo, Tao Li: Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clustering. KDD 2008: 327-335
18		Eric Becker, Yurong Xu, Heng Huang, Fillia Makedon: Requirements for implementation of localization into real-world assistive environments. PETRA 2008: 13
	2007
17		Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo: A New Smoothing Model for Analyzing Array CGH Data. BIBE 2007: 1027-1034
16		Heng Huang, Paul R. Bergstresser: A New Hybrid Technique for Dermatological Image Registration. BIBE 2007: 1163-1167
15		Nha Nguyen, Heng Huang, Soontorn Oraintara, Yuhang Wang: Denoising of Array-Based DNA Copy Number Data Using The Dual-tree Complex Wavelet Transform. BIBE 2007: 137-144
14		Li Shen, Andrew J. Saykin, Moo K. Chung, Heng Huang: Morphometric Analysis of Hippocampal Shape in Mild Cognitive Impairment: An Imaging Genetics Study. BIBE 2007: 211-217
13		Li Shen, Heng Huang, Fillia Makedon, Andrew J. Saykin: Efficient Registration of 3D SPHARM Surfaces. CRV 2007: 81-88
12		Heng Huang, Li Shen: Surface Harmonics for Shape Modeling. ICIP (2) 2007: 553-556
11		Chris Hawblitzel, Heng Huang, Lea Wittie, Juan Chen: A garbage-collecting typed assembly language. TLDI 2007: 41-52
10		Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Andrew J. Saykin, Justin D. Pearlman: A Novel Surface Registration Algorithm With Biomedical Modeling Applications. IEEE Transactions on Information Technology in Biomedicine 11(4): 474-482 (2007)
9		Heng Huang, Li Shen, Nha Nguyen: Three-dimensional Models for Cardiac Bioelectricity Simulation: Cell to Organ. Simulation 83(4): 321-327 (2007)
	2006
8		Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Justin D. Pearlman: A Spatio-Temporal Modeling Method for Shape Representation. 3DPVT 2006: 1034-1040
7		Heng Huang, Lei Zhang, Dimitris Samaras, Li Shen, Rong Zhang, Fillia Makedon, Justin D. Pearlman: Hemispherical Harmonic Surface Description and Applications to Medical Image Analysis. 3DPVT 2006: 381-388
	2005
6		Heng Huang, Rong Zhang, Fei Xiong, Fillia Makedon, Li Shen, Bruce Hettleman, Justin D. Pearlman: K-means+ Method for Improving Gene Selection for Classification of Microarray Data. CSB Workshops 2005: 110-111
5		Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin D. Pearlman: Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis. MICCAI 2005: 67-74
4		Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin D. Pearlman: A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis. MICCAI 2005: 704-711
3		Fei Xiong, Heng Huang, James C. Ford, Fillia Makedon, Justin D. Pearlman: A New Test System for Stability Measurement of Marker Gene Selection in DNA Microarray Data Analysis. Panhellenic Conference on Informatics 2005: 437-447
2		Heng Huang, Li Shen, Fillia Makedon, Sheng Zhang, Mark Greenberg, Ling Gao, Justin D. Pearlman: A clustering-based approach for prediction of cardiac resynchronization therapy. SAC 2005: 260-266
	2000
1		Shahrukh A. Irani, Heng Huang: Custom design of facility layouts for multiproduct facilities using layout modules. IEEE Transactions on Robotics 16(3): 259-267 (2000)

Coauthor Index

1	Adni	[58]
2	Georgios Alexandrakis	[34]
3	Mindi Anderson	[33]
4	Monica Basco	[46]
5	Eric Becker	[18]
6	Paul R. Bergstresser	[16]
7	Jiajun Bu	[35]
8	Xiao Cai	[36] [55] [65]
9	Chun Chen	[35]
10	Juan Chen	[11]
11	Moo K. Chung	[14]
12	Chris H. Q. Ding (Hong Q. Ding)	[19] [21] [22] [24] [25] [26] [27] [30] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [47] [48] [51] [53] [54] [55] [56] [57] [58] [59] [60] [61] [62] [63] [64] [66] [67] [70] [71] [74] [75]
13	James C. Ford	[3]
14	Ling Gao	[2]
15	Mark Greenberg	[2]
16	Chris Hawblitzel	[11]
17	Bruce Hettleman	[4] [5] [6]
18	Yanzi Hu	[33]
19	Shahrukh A. Irani	[1]
20	Farhad Kamangar (Farhad Ahani Kamangar)	[48] [65]
21	Sungeun Kim	[73]
22	Deguang Kong	[66]
23	Tao Li	[19] [25]
24	Yuxu Lin	[35]
25	Meizhu Liu	[68]
26	Molly Lopez	[46]
27	Le Lu	[68]
28	Dijun Luo	[19] [21] [24] [25] [27] [29] [30] [37] [39] [47] [51] [52] [53] [54] [57] [61] [62] [63] [70] [71]
29	Fillia Makedon	[2] [3] [4] [5] [6] [7] [8] [10] [13] [18] [20] [28] [33] [34] [46] [50]
30	Roderick McColl	[20]
31	Vangelis Metsis	[28]
32	Nha Nguyen	[9] [15] [17] [23] [31] [32]
33	Kwangsik Nho	[73]
34	Feiping Nie	[30] [36] [39] [45] [48] [49] [50] [51] [54] [55] [56] [57] [58] [59] [60] [62] [65] [69] [72] [73] [74]
35	Soontorn Oraintara	[15] [17] [23] [32]
36	Charles B. Owen	[34]
37	Justin D. Pearlman	[2] [3] [4] [5] [6] [7] [8] [10]
38	Shannon L. Risacher	[49] [58] [73]
39	Pamela Rollins	[33]
40	Dimitris Samaras	[7]
41	Andrew J. Saykin	[10] [13] [14] [34] [49] [58] [73]
42	Li Shen	[2] [4] [5] [6] [7] [8] [9] [10] [12] [13] [14] [49] [58] [73]
43	Mingli Song	[35]
44	Aria Tzika	[28]
45	An P. N. Vo	[17] [23] [31] [32]
46	Hua Wang	[26] [33] [38] [40] [41] [42] [43] [44] [45] [46] [48] [49] [50] [51] [56] [58] [59] [60] [64] [67] [69] [72] [73] [74] [75]
47	Yuhang Wang	[15]
48	Lea Wittie	[11]
49	Fei Xiong	[3] [6]
50	Yurong Xu	[18]
51	Yi Yang	[69]
52	Xiaojing Ye	[68]
53	Shipeng Yu	[68]
54	Rong Zhang	[4] [5] [6] [7] [8] [10] [34]
55	Sheng Zhang	[2]
56	Lei Zhang	[7]

Colors in the list of coauthors

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