| 2009 | ||
|---|---|---|
| 45 | Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong: Comparative document summarization via discriminative sentence selection. CIKM 2009: 1963-1966 | |
| 44 | Kai Yu, John D. Lafferty, Shenghuo Zhu, Yihong Gong: Large-scale collaborative prediction using a nonparametric random effects model. ICML 2009: 149 | |
| 43 | Tianbao Yang, Rong Jin, Yun Chi, Shenghuo Zhu: Combining link and content for community detection: a discriminative approach. KDD 2009: 927-936 | |
| 42 | Sarah K. Tyler, Shenghuo Zhu, Yun Chi, Yi Zhang: Ordering innovators and laggards for product categorization and recommendation. RecSys 2009: 29-36 | |
| 41 | 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 | |
| 40 | Kai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gong: Fast nonparametric matrix factorization for large-scale collaborative filtering. SIGIR 2009: 211-218 | |
| 39 | Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong: A latent topic model for linked documents. SIGIR 2009: 720-721 | |
| 38 | Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong: Visual-Quality Optimizing Super Resolution. Comput. Graph. Forum 28(1): 127-140 (2009) | |
| 37 | 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 | ||
| 36 | Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong: Noisy video super-resolution. ACM Multimedia 2008: 713-716 | |
| 35 | Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong: Integrating clustering and multi-document summarization to improve document understanding. CIKM 2008: 1435-1436 | |
| 34 | Yun Chi, Shenghuo Zhu, Yihong Gong, Yi Zhang: Probabilistic polyadic factorization and its application to personalized recommendation. CIKM 2008: 941-950 | |
| 33 | Shenghuo Zhu, Kai Yu, Yihong Gong: Stochastic Relational Models for Large-scale Dyadic Data using MCMC. NIPS 2008: 1993-2000 | |
| 32 | 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 | |
| 31 | Kai Yu, Shenghuo Zhu, Wei Xu, Yihong Gong: trNon-greedy active learning for text categorization using convex ansductive experimental design. SIGIR 2008: 635-642 | |
| 30 | 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 | |
| 29 | 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 | |
| 28 | Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Text categorization via generalized discriminant analysis. Inf. Process. Manage. 44(5): 1684-1697 (2008) | |
| 27 | Shenghuo Zhu, Tao Li, Zhiyuan Chen, Dingding Wang, Yihong Gong: Dynamic active probing of helpdesk databases. PVLDB 1(1): 748-760 (2008) | |
| 26 | 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 | ||
| 25 | Jinjun Wang, Wei Xu, Shenghuo Zhu, Yihong Gong: Efficient Video Object Segmentation by Graph-Cut. ICME 2007: 496-499 | |
| 24 | 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 | |
| 23 | Shenghuo Zhu, Kai Yu, Yihong Gong: Predictive Matrix-Variate t Models. NIPS 2007 | |
| 22 | Shenghuo Zhu, Kai Yu, Yun Chi, Yihong Gong: Combining content and link for classification using matrix factorization. SIGIR 2007: 487-494 | |
| 21 | 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 | |
| 20 | Tao Li, Shenghuo Zhu, Mitsunori Ogihara: Hierarchical document classification using automatically generated hierarchy. J. Intell. Inf. Syst. 29(2): 211-230 (2007) | |
| 2006 | ||
| 19 | Tao Li, Mitsunori Ogihara, Shenghuo Zhu: Integrating Features from Different Sources for Music Information Retrieval. ICDM 2006: 372-381 | |
| 18 | Tao Li, Chengliang Zhang, Shenghuo Zhu: Empirical Studies on Multi-label Classification. ICTAI 2006: 86-92 | |
| 17 | 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 | ||
| 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) | |