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