| * | 2009 |
| 44 | EE | Kai Yu,
John D. Lafferty,
Shenghuo Zhu,
Yihong Gong:
Large-scale collaborative prediction using a nonparametric random effects model.
ICML 2009: 149 |
| 43 | EE | Tianbao Yang,
Rong Jin,
Yun Chi,
Shenghuo Zhu:
Combining link and content for community detection: a discriminative approach.
KDD 2009: 927-936 |
| 42 | EE | Sarah K. Tyler,
Shenghuo Zhu,
Yun Chi,
Yi Zhang:
Ordering innovators and laggards for product categorization and recommendation.
RecSys 2009: 29-36 |
| 41 | EE | 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 | EE | Kai Yu,
Shenghuo Zhu,
John D. Lafferty,
Yihong Gong:
Fast nonparametric matrix factorization for large-scale collaborative filtering.
SIGIR 2009: 211-218 |
| 39 | EE | Zhen Guo,
Shenghuo Zhu,
Yun Chi,
Zhongfei Zhang,
Yihong Gong:
A latent topic model for linked documents.
SIGIR 2009: 720-721 |
| 38 | EE | Feng Liu,
Jinjun Wang,
Shenghuo Zhu,
Michael Gleicher,
Yihong Gong:
Visual-Quality Optimizing Super Resolution.
Comput. Graph. Forum 28(1): 127-140 (2009) |
| 37 | EE | 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 | EE | Feng Liu,
Jinjun Wang,
Shenghuo Zhu,
Michael Gleicher,
Yihong Gong:
Noisy video super-resolution.
ACM Multimedia 2008: 713-716 |
| 35 | EE | 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 | EE | Yun Chi,
Shenghuo Zhu,
Yihong Gong,
Yi Zhang:
Probabilistic polyadic factorization and its application to personalized recommendation.
CIKM 2008: 941-950 |
| 33 | EE | Shenghuo Zhu,
Kai Yu,
Yihong Gong:
Stochastic Relational Models for Large-scale Dyadic Data using MCMC.
NIPS 2008: 1993-2000 |
| 32 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Tao Li,
Shenghuo Zhu,
Mitsunori Ogihara:
Text categorization via generalized discriminant analysis.
Inf. Process. Manage. 44(5): 1684-1697 (2008) |
| 27 | EE | Shenghuo Zhu,
Tao Li,
Zhiyuan Chen,
Dingding Wang,
Yihong Gong:
Dynamic active probing of helpdesk databases.
PVLDB 1(1): 748-760 (2008) |
| 26 | EE | 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 | EE | Jinjun Wang,
Wei Xu,
Shenghuo Zhu,
Yihong Gong:
Efficient Video Object Segmentation by Graph-Cut.
ICME 2007: 496-499 |
| 24 | EE | 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 | EE | Shenghuo Zhu,
Kai Yu,
Yihong Gong:
Predictive Matrix-Variate t Models.
NIPS 2007 |
| 22 | EE | Shenghuo Zhu,
Kai Yu,
Yun Chi,
Yihong Gong:
Combining content and link for classification using matrix factorization.
SIGIR 2007: 487-494 |
| 21 | EE | 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 | EE | Tao Li,
Shenghuo Zhu,
Mitsunori Ogihara:
Hierarchical document classification using automatically generated hierarchy.
J. Intell. Inf. Syst. 29(2): 211-230 (2007) |
| 2006 |
| 19 | EE | Tao Li,
Mitsunori Ogihara,
Shenghuo Zhu:
Integrating Features from Different Sources for Music Information Retrieval.
ICDM 2006: 372-381 |
| 18 | EE | Tao Li,
Chengliang Zhang,
Shenghuo Zhu:
Empirical Studies on Multi-label Classification.
ICTAI 2006: 86-92 |
| 17 | EE | 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 | EE | Shenghuo Zhu,
Xiang Ji,
Wei Xu,
Yihong Gong:
Multi-labelled classification using maximum entropy method.
SIGIR 2005: 274-281 |
| 2004 |
| 15 | EE | Paat Rusmevichientong,
Shenghuo Zhu,
David Selinger:
Identifying early buyers from purchase data.
KDD 2004: 671-677 |
| 2003 |
| 14 | EE | Tao Li,
Shenghuo Zhu,
Mitsunori Ogihara:
Efficient multi-way text categorization via generalized discriminant analysis.
CIKM 2003: 317-324 |
| 13 | EE | 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 | EE | Tao Li,
Shenghuo Zhu,
Mitsunori Ogihara:
Topic hierarchy generation via linear discriminant projection.
SIGIR 2003: 421-422 |
| 8 | EE | Tao Li,
Mitsunori Ogihara,
Shenghuo Zhu:
Association-based similarity testing and its applications.
Intell. Data Anal. 7(3): 209-232 (2003) |
| 7 | EE | Tao Li,
Shenghuo Zhu,
Mitsunori Ogihara:
Algorithms for clustering high dimensional and distributed data.
Intell. Data Anal. 7(4): 305-326 (2003) |
| 2002 |
| 6 | EE | Tao Li,
Shenghuo Zhu,
Mitsunori Ogihara,
Yinhe Cheng:
Estimating Joint Probabilities from Marginal Ones.
DaWaK 2002: 31-41 |
| 5 | EE | Shenghuo Zhu,
Tao Li,
Mitsunori Ogihara:
CoFD : An Algorithm for Non-distance Based Clustering in High Dimensional Spaces.
DaWaK 2002: 52-62 |
| 4 | EE | Qi Li,
Tao Li,
Shenghuo Zhu,
Chandra Kambhamettu:
Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing.
ICDM 2002: 657-660 |
| 3 | EE | Chen Yu,
Dana H. Ballard,
Shenghuo Zhu:
Attentional Object Spotting by Integrating Multimodal Input.
ICMI 2002: 287-292 |
| 2 | EE | Xin Liu,
Yihong Gong,
Wei Xu,
Shenghuo Zhu:
Document clustering with cluster refinement and model selection capabilities.
SIGIR 2002: 191-198 |
| 1 | EE | Tao Li,
Qi Li,
Shenghuo Zhu,
Mitsunori Ogihara:
A Survey on Wavelet Applications in Data Mining.
SIGKDD Explorations 4(2): 49-68 (2002) |