Shenghuo Zhu

	2012
77		Tianbao Yang, Rong Jin, Mehrdad Mahdavi, Shenghuo Zhu: An Efficient Primal-Dual Prox Method for Non-Smooth Optimization CoRR abs/1201.5283: (2012)
76		Jinjun Wang, Shenghuo Zhu: Resolution-invariant coding for continuous image super-resolution. Neurocomputing 82: 21-28 (2012)
	2011
75		Haiqin Yang, Shenghuo Zhu, Irwin King, Michael R. Lyu: Can irrelevant data help semi-supervised learning, why and how? CIKM 2011: 937-946
74		Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Ming Yang, Timothée Cour, Kai Yu, Liangliang Cao, Thomas S. Huang: Large-scale image classification: Fast feature extraction and SVM training. CVPR 2011: 1689-1696
73		Ming Yang, Shenghuo Zhu, Fengjun Lv, Kai Yu: Correspondence driven adaptation for human profile recognition. CVPR 2011: 505-512
72		Xiaoyu Wang, Ming Yang, Timothée Cour, Shenghuo Zhu, Kai Yu, Tony X. Han: Contextual weighting for vocabulary tree based image retrieval. ICCV 2011: 209-216
71		PengCheng Xiong, Yun Chi, Shenghuo Zhu, Hyun Jin Moon, Calton Pu, Hakan Hacigümüs: Intelligent management of virtualized resources for database systems in cloud environment. ICDE 2011: 87-98
70		Yanfang Ye, Tao Li, Shenghuo Zhu, Weiwei Zhuang, Egemen Tas, Umesh Gupta, Melih Abdulhayoglu: Combining file content and file relations for cloud based malware detection. KDD 2011: 222-230
69		Fei Wang, Tao Li, Xin Wang, Shenghuo Zhu, Chris H. Q. Ding: Community discovery using nonnegative matrix factorization. Data Min. Knowl. Discov. 22(3): 493-521 (2011)
68		Dingding Wang, Tao Li, Shenghuo Zhu, Yihong Gong: iHelp: An Intelligent Online Helpdesk System. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(1): 173-182 (2011)
67		Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin: Detecting communities and their evolutions in dynamic social networks - a Bayesian approach. Machine Learning 82(2): 157-189 (2011)
66		Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong: Integrating Document Clustering and Multidocument Summarization. TKDD 5(3): 14 (2011)
	2010
65		Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Yihong Gong: A Topic Model for Linked Documents and Update Rules for its Estimation. AAAI 2010
64		Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King: Smooth Optimization for Effective Multiple Kernel Learning. AAAI 2010
63		Yun Chi, Shenghuo Zhu: FacetCube: a framework of incorporating prior knowledge into non-negative tensor factorization. CIKM 2010: 569-578
62		Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong: Unsupervised Learning from Linked Documents. ICPR 2010: 730-733
61		Yuanqing Lin, Tong Zhang, Shenghuo Zhu, Kai Yu: Deep Coding Network. NIPS 2010: 1405-1413
60		Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin: Directed Network Community Detection: A Popularity and Productivity Link Model. SDM 2010: 742-753
59		Ming Yang, Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Kai Yu, Mert Dikmen, Liangliang Cao, Thomas S. Huang: Videos Semantic Indexing using Image Classification. TRECVID 2010
58		Jinjun Wang, Shenghuo Zhu, Yihong Gong: Driving Safety Monitoring Using Semisupervised Learning on Time Series Data. IEEE Transactions on Intelligent Transportation Systems 11(3): 728-737 (2010)
57		Shenghuo Zhu, Dingding Wang, Kai Yu, Tao Li, Yihong Gong: Feature Selection for Gene Expression Using Model-Based Entropy. IEEE/ACM Trans. Comput. Biology Bioinform. 7(1): 25-36 (2010)
56		Jinjun Wang, Shenghuo Zhu, Yihong Gong: Resolution enhancement based on learning the sparse association of image patches. Pattern Recognition Letters 31(1): 1-10 (2010)
	2009
55		Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong: Multi-Document Summarization using Sentence-based Topic Models. ACL/AFNLP (Short Papers) 2009: 297-300
54		Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong: Comparative document summarization via discriminative sentence selection. CIKM 2009: 1963-1966
53		Jinjun Wang, Shenghuo Zhu, Yihong Gong: Resolution-Invariant Image Representation and its applications. CVPR 2009: 2512-2519
52		Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong: Knowledge Discovery from Citation Networks. ICDM 2009: 800-805
51		Jinjun Wang, Shenghuo Zhu, Yihong Gong: Resolution-Invariant Image Representation for Content-Based Zooming. ICME 2009: 918-921
50		Kai Yu, John D. Lafferty, Shenghuo Zhu, Yihong Gong: Large-scale collaborative prediction using a nonparametric random effects model. ICML 2009: 149
49		Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu: Combining link and content for community detection: a discriminative approach. KDD 2009: 927-936
48		Sarah K. Tyler, Shenghuo Zhu, Yun Chi, Yi Zhang: Ordering innovators and laggards for product categorization and recommendation. RecSys 2009: 29-36
47		Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin: A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks. SDM 2009: 990-1001
46		Kai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gong: Fast nonparametric matrix factorization for large-scale collaborative filtering. SIGIR 2009: 211-218
45		Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong: A latent topic model for linked documents. SIGIR 2009: 720-721
44		Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu: A Bayesian Framework for Community Detection Integrating Content and Link. UAI 2009: 615-622
43		Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong: Visual-Quality Optimizing Super Resolution. Comput. Graph. Forum 28(1): 127-140 (2009)
42		Yun Chi, Shenghuo Zhu, Koji Hino, Yihong Gong, Yi Zhang: iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data. IEEE Transactions on Multimedia 11(3): 372-382 (2009)
41		Tao Li, Mitsunori Ogihara, Wei Peng, Bo Shao, Shenghuo Zhu: Music Clustering With Features From Different Information Sources. IEEE Transactions on Multimedia 11(3): 477-485 (2009)
40		Yuanqing Lin, Shenghuo Zhu, Daniel D. Lee, Ben Taskar: Learning Sparse Markov Network Structure via Ensemble-of-Trees Models. Journal of Machine Learning Research - Proceedings Track 5: 360-367 (2009)
39		Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, Belle L. Tseng: Analyzing communities and their evolutions in dynamic social networks. TKDD 3(2): (2009)
	2008
38		Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong: Noisy video super-resolution. ACM Multimedia 2008: 713-716
37		Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong: Integrating clustering and multi-document summarization to improve document understanding. CIKM 2008: 1435-1436
36		Yun Chi, Shenghuo Zhu, Yihong Gong, Yi Zhang: Probabilistic polyadic factorization and its application to personalized recommendation. CIKM 2008: 941-950
35		Shenghuo Zhu, Kai Yu, Yihong Gong: Stochastic Relational Models for Large-scale Dyadic Data using MCMC. NIPS 2008: 1993-2000
34		Dingding Wang, Tao Li, Shenghuo Zhu, Chris H. Q. Ding: Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization. SIGIR 2008: 307-314
33		Kai Yu, Shenghuo Zhu, Wei Xu, Yihong Gong: trNon-greedy active learning for text categorization using convex ansductive experimental design. SIGIR 2008: 635-642
32		Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles: Learning multiple graphs for document recommendations. WWW 2008: 141-150
31		Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, Belle L. Tseng: Facetnet: a framework for analyzing communities and their evolutions in dynamic networks. WWW 2008: 685-694
30		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Text categorization via generalized discriminant analysis. Inf. Process. Manage. 44(5): 1684-1697 (2008)
29		Shenghuo Zhu, Tao Li, Zhiyuan Chen, Dingding Wang, Yihong Gong: Dynamic active probing of helpdesk databases. PVLDB 1(1): 748-760 (2008)
28		Chris H. Q. Ding, Tao Li, Shenghuo Zhu: KDD2008 workshop report DMMT'08: data mining using matrices and tensors. SIGKDD Explorations 10(2): 54-56 (2008)
	2007
27		Jinjun Wang, Wei Xu, Shenghuo Zhu, Yihong Gong: Efficient Video Object Segmentation by Graph-Cut. ICME 2007: 496-499
26		Yun Chi, Shenghuo Zhu, Xiaodan Song, Jun'ichi Tatemura, Belle L. Tseng: Structural and temporal analysis of the blogosphere through community factorization. KDD 2007: 163-172
25		Shenghuo Zhu, Kai Yu, Yihong Gong: Predictive Matrix-Variate t Models. NIPS 2007
24		Shenghuo Zhu, Kai Yu, Yun Chi, Yihong Gong: Combining content and link for classification using matrix factorization. SIGIR 2007: 487-494
23		Ka Cheung Sia, Shenghuo Zhu, Yun Chi, Koji Hino, Belle L. Tseng: Capturing User Interests by Both Exploitation and Exploration. User Modeling 2007: 334-339
22		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Hierarchical document classification using automatically generated hierarchy. J. Intell. Inf. Syst. 29(2): 211-230 (2007)
	2006
21		Tao Li, Mitsunori Ogihara, Shenghuo Zhu: Integrating Features from Different Sources for Music Information Retrieval. ICDM 2006: 372-381
20		Chengliang Zhang, Shenghuo Zhu, Yihong Gong: Trend Analysis for Large Document Streams. ICMLA 2006: 285-295
19		Tao Li, Chengliang Zhang, Shenghuo Zhu: Empirical Studies on Multi-label Classification. ICTAI 2006: 86-92
18		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Using discriminant analysis for multi-class classification: an experimental investigation. Knowl. Inf. Syst. 10(4): 453-472 (2006)
	2005
17		Weihua Sheng, Qingyan Yang, Shenghuo Zhu, Qizhi Wang: Efficient map synchronization in ad hoc mobile robot networks for environment exploration. IROS 2005: 2297-2302
16		Shenghuo Zhu, Xiang Ji, Wei Xu, Yihong Gong: Multi-labelled classification using maximum entropy method. SIGIR 2005: 274-281
	2004
15		Paat Rusmevichientong, Shenghuo Zhu, David Selinger: Identifying early buyers from purchase data. KDD 2004: 671-677
	2003
14		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Efficient multi-way text categorization via generalized discriminant analysis. CIKM 2003: 317-324
13		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Using Discriminant Analysis for Multi-class Classification. ICDM 2003: 589-592
12		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: A New Distributed Data Mining Model Based on Similarity. SAC 2003: 432-436
11		Tao Li, Shenghuo Zhu, Qi Li, Mitsunori Ogihara: Gene Functional Classification by Semisupervised Learning from Heterogeneous Data. SAC 2003: 78-82
10		Qi Li, Chris Brown, Chandra Kambhamettu, Tao Li, Shenghuo Zhu: A Framework of Individually-Focused Teleconferencing (IFT) via an Efficient 3D Reprojection Technique. SAC 2003: 951-955
9		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Topic hierarchy generation via linear discriminant projection. SIGIR 2003: 421-422
8		Tao Li, Mitsunori Ogihara, Shenghuo Zhu: Association-based similarity testing and its applications. Intell. Data Anal. 7(3): 209-232 (2003)
7		Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Algorithms for clustering high dimensional and distributed data. Intell. Data Anal. 7(4): 305-326 (2003)
	2002
6		Tao Li, Shenghuo Zhu, Mitsunori Ogihara, Yinhe Cheng: Estimating Joint Probabilities from Marginal Ones. DaWaK 2002: 31-41
5		Shenghuo Zhu, Tao Li, Mitsunori Ogihara: CoFD : An Algorithm for Non-distance Based Clustering in High Dimensional Spaces. DaWaK 2002: 52-62
4		Qi Li, Tao Li, Shenghuo Zhu, Chandra Kambhamettu: Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing. ICDM 2002: 657-660
3		Chen Yu, Dana H. Ballard, Shenghuo Zhu: Attentional Object Spotting by Integrating Multimodal Input. ICMI 2002: 287-292
2		Xin Liu, Yihong Gong, Wei Xu, Shenghuo Zhu: Document clustering with cluster refinement and model selection capabilities. SIGIR 2002: 191-198
1		Tao Li, Qi Li, Shenghuo Zhu, Mitsunori Ogihara: A Survey on Wavelet Applications in Data Mining. SIGKDD Explorations 4(2): 49-68 (2002)

Coauthor Index

1	Melih Abdulhayoglu	[70]
2	Dana H. Ballard	[3]
3	Chris Brown	[10]
4	Liangliang Cao	[59] [74]
5	Zhiyuan Chen	[29]
6	Yinhe Cheng	[6]
7	Yun Chi	[23] [24] [26] [31] [36] [37] [39] [42] [44] [45] [47] [48] [49] [52] [60] [62] [63] [65] [66] [67] [71]
8	Timothée Cour	[72] [74]
9	Mert Dikmen	[59]
10	Chris H. Q. Ding (Hong Q. Ding)	[28] [34] [69]
11	C. Lee Giles (Clyde Lee Giles)	[32]
12	Michael Gleicher	[38] [43]
13	Yihong Gong	[2] [16] [20] [24] [25] [27] [29] [33] [35] [36] [37] [38] [42] [43] [45] [46] [47] [50] [51] [52] [53] [54] [55] [56] [57] [58] [60] [62] [65] [66] [67] [68]
14	Zhen Guo	[45] [52] [62] [65]
15	Umesh Gupta	[70]
16	Hakan Hacigümüs	[71]
17	Tony X. Han	[72]
18	Koji Hino	[23] [42]
19	Thomas S. Huang	[59] [74]
20	Xiang Ji	[16]
21	Rong Jin	[44] [47] [49] [60] [64] [67] [77]
22	Chandra Kambhamettu	[4] [10]
23	Irwin King	[64] [75]
24	John D. Lafferty	[46] [50]
25	Daniel D. Lee	[40]
26	Qi Li	[1] [4] [10] [11]
27	Tao Li	[1] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [18] [19] [21] [22] [28] [29] [30] [34] [37] [41] [54] [55] [57] [66] [68] [69] [70]
28	Yu-Ru Lin	[31] [39]
29	Yuanqing Lin	[40] [59] [61] [74]
30	Feng Liu	[38] [43]
31	Xin Liu	[2]
32	Fengjun Lv	[59] [73] [74]
33	Michael R. Lyu	[64] [75]
34	Mehrdad Mahdavi	[77]
35	Hyun Jin Moon	[71]
36	Mitsunori Ogihara (Mitsunori Ogiwara)	[1] [5] [6] [7] [8] [9] [11] [12] [13] [14] [18] [21] [22] [30] [41]
37	Wei Peng	[41]
38	Calton Pu	[71]
39	Paat Rusmevichientong	[15]
40	David Selinger	[15]
41	Bo Shao	[41]
42	Weihua Sheng	[17]
43	Ka Cheung Sia	[23]
44	Xiaodan Song	[26] [32]
45	Hari Sundaram	[31] [39]
46	Egemen Tas	[70]
47	Benjamin Taskar (Ben Taskar)	[40]
48	Jun'ichi Tatemura	[26]
49	Belle L. Tseng	[23] [26] [31] [32] [39]
50	Sarah K. Tyler	[48]
51	Dingding Wang	[29] [34] [37] [54] [55] [57] [66] [68]
52	Jinjun Wang	[27] [38] [43] [51] [53] [56] [58] [76]
53	Qizhi Wang	[17]
54	Xiaoyu Wang	[72]
55	Fei Wang	[69]
56	Xin Wang	[69]
57	PengCheng Xiong	[71]
58	Wei Xu	[2] [16] [27] [33]
59	Zenglin Xu	[64]
60	Haiqin Yang	[75]
61	Ming Yang	[59] [72] [73] [74]
62	Qingyan Yang	[17]
63	Tianbao Yang	[44] [47] [49] [60] [67] [77]
64	Yanfang Ye	[70]
65	Chen Yu	[3]
66	Kai Yu	[24] [25] [32] [33] [35] [46] [50] [57] [59] [61] [72] [73] [74]
67	Hongyuan Zha	[32]
68	Chengliang Zhang	[19] [20]
69	Tong Zhang	[61]
70	Zhongfei (Mark) Zhang (Zhongfei Zhang)	[45] [52] [62] [65]
71	Yi Zhang	[36] [42] [48]
72	Ding Zhou	[32]
73	Weiwei Zhuang	[70]

Colors in the list of coauthors

Last update Sat May 26 02:31:23 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page