| 2009 | ||
|---|---|---|
| 86 | Bo Xiao, Xiaokang Yang, Yi Xu, Hongyuan Zha: Learning distance metric for regression by semidefinite programming with application to human age estimation. ACM Multimedia 2009: 451-460 | |
| 85 | Shuang-Hong Yang, Hongyuan Zha, S. Kevin Zhou, Bao-Gang Hu: Variational Graph Embedding for Globally and Locally Consistent Feature Extraction. ECML/PKDD (2) 2009: 538-553 | |
| 84 | Shihao Ji, Ke Zhou, Ciya Liao, Zhaohui Zheng, Gui-Rong Xue, Olivier Chapelle, Gordon Sun, Hongyuan Zha: Global ranking by exploiting user clicks. SIGIR 2009: 35-42 | |
| 83 | Congle Zhang, Gui-Rong Xue, Yong Yu, Hongyuan Zha: Web-scale classification with naive bayes. WWW 2009: 1083-1084 | |
| 82 | Jiang Bian, Yandong Liu, Ding Zhou, Eugene Agichtein, Hongyuan Zha: Learning to recognize reliable users and content in social media with coupled mutual reinforcement. WWW 2009: 51-60 | |
| 81 | Liangda Li, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu: Enhancing diversity, coverage and balance for summarization through structure learning. WWW 2009: 71-80 | |
| 80 | Eugene Agichtein, Evgeniy Gabrilovich, Hongyuan Zha: The Social Future of Web Search: Modeling, Exploiting, and Searching Collaboratively Generated Content. IEEE Data Eng. Bull. 32(2): 52-61 (2009) | |
| 2008 | ||
| 79 | Jiang Bian, Yandong Liu, Eugene Agichtein, Hongyuan Zha: A few bad votes too many?: towards robust ranking in social media. AIRWeb 2008: 53-60 | |
| 78 | Zhenyue Zhang, Hongyuan Zha, Min Zhang: Spectral methods for semi-supervised manifold learning. CVPR 2008 | |
| 77 | Keke Chen, Ya Zhang, Zhaohui Zheng, Hongyuan Zha, Gordon Sun: Adapting ranking functions to user preference. ICDE Workshops 2008: 580-587 | |
| 76 | Andrew Smith, Xiaoming Huo, Hongyuan Zha: Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm. NIPS 2008: 1529-1536 | |
| 75 | Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu: Learning to rank with ties. SIGIR 2008: 275-282 | |
| 74 | Steven P. Crain, Jian Huang, Hongyuan Zha: A scalable assistant librarian: hierarchical subject classification of books. SIGIR 2008: 799-800 | |
| 73 | Xiangmin Jiao, Hongyuan Zha: Consistent computation of first- and second-order differential quantities for surface meshes. Symposium on Solid and Physical Modeling 2008: 159-170 | |
| 72 | 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 | |
| 71 | Jiang Bian, Yandong Liu, Eugene Agichtein, Hongyuan Zha: Finding the right facts in the crowd: factoid question answering over social media. WWW 2008: 467-476 | |
| 70 | Ding Zhou, Jiang Bian, Shuyi Zheng, Hongyuan Zha, C. Lee Giles: Exploring social annotations for information retrieval. WWW 2008: 715-724 | |
| 2007 | ||
| 69 | Hyunsoo Kim, Haesun Park, Hongyuan Zha: Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization. BIBE 2007: 263-269 | |
| 68 | Jaegul Choo, Hyunsoo Kim, Haesun Park, Hongyuan Zha: A Comparison of Unsupervised Dimension Reduction Algorithms for Classification. BIBM 2007: 71-77 | |
| 67 | Ding Zhou, Sergey A. Orshanskiy, Hongyuan Zha, C. Lee Giles: Co-ranking Authors and Documents in a Heterogeneous Network. ICDM 2007: 739-744 | |
| 66 | Ding Zhou, Isaac G. Councill, Hongyuan Zha, C. Lee Giles: Discovering Temporal Communities from Social Network Documents. ICDM 2007: 745-750 | |
| 65 | Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha: Learning User Clicks in Web Search. IJCAI 2007: 1162-1167 | |
| 64 | Xiangmin Jiao, Narasimha R. Bayyana, Hongyuan Zha: Optimizing Surface Triangulation Via Near Isometry with Reference Meshes. International Conference on Computational Science (1) 2007: 334-341 | |
| 63 | Zhaohui Zheng, Hongyuan Zha, Tong Zhang, Olivier Chapelle, Keke Chen, Gordon Sun: A General Boosting Method and its Application to Learning Ranking Functions for Web Search. NIPS 2007 | |
| 62 | Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles: IKNN: Informative K-Nearest Neighbor Pattern Classification. PKDD 2007: 248-264 | |
| 61 | Jen-Chih Huang, Xiangmin Jiao, Richard M. Fujimoto, Hongyuan Zha: DAG-guided parallel asynchronous variational integrators with super-elements. SCSC 2007: 691-697 | |
| 60 | Xin Yang, Sebastien Michea, Hongyuan Zha: Conical Dimension as an Intrinsic Dimension Estimator and its Applications. SDM 2007 | |
| 59 | Hyunsoo Kim, Haesun Park, Hongyuan Zha: Distance Preserving Dimension Reduction for Manifold Learning. SDM 2007 | |
| 58 | Jian Huang, Seyda Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles: Efficient Multiclass Boosting Classification with Active Learning. SDM 2007 | |
| 57 | Bingjun Sun, Prasenjit Mitra, C. Lee Giles, John Yen, Hongyuan Zha: Topic segmentation with shared topic detection and alignment of multiple documents. SIGIR 2007: 199-206 | |
| 56 | Zhaohui Zheng, Keke Chen, Gordon Sun, Hongyuan Zha: A regression framework for learning ranking functions using relative relevance judgments. SIGIR 2007: 287-294 | |
| 55 | Christophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha: Machine Learning and Robust Data Mining. Computational Statistics & Data Analysis 52(1): 151-154 (2007) | |
| 54 | Hongyuan Zha, Zhenyue Zhang: Continuum Isomap for manifold learnings. Computational Statistics & Data Analysis 52(1): 184-200 (2007) | |
| 2006 | ||
| 53 | Ding Zhou, Xiang Ji, Hongyuan Zha, C. Lee Giles: Topic evolution and social interactions: how authors effect research. CIKM 2006: 248-257 | |
| 52 | Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun: Incorporating query difference for learning retrieval functions in world wide web search. CIKM 2006: 307-316 | |
| 51 | Bingjun Sun, Ding Zhou, Hongyuan Zha, John Yen: Multi-task text segmentation and alignment based on weighted mutual information. CIKM 2006: 846-847 | |
| 50 | Yang Song, Ding Zhou, Jian Huang, Isaac G. Councill, Hongyuan Zha, C. Lee Giles: Boosting the Feature Space: Text Classification for Unstructured Data on the Web. ICDM 2006: 1064-1069 | |
| 49 | Xin Yang, Haoying Fu, Hongyuan Zha, Jesse L. Barlow: Semi-supervised nonlinear dimensionality reduction. ICML 2006: 1065-1072 | |
| 48 | Chris H. Q. Ding, Ding Zhou, Xiaofeng He, Hongyuan Zha: R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization. ICML 2006: 281-288 | |
| 47 | Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun: Incorporating query difference for learning retrieval functions in information retrieval. SIGIR 2006: 721-722 | |
| 46 | Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha: Probabilistic models for discovering e-communities. WWW 2006: 173-182 | |
| 45 | Jesse L. Barlow, Haesun Park, Patrick J. F. Groenen, Hongyuan Zha: 2nd Special issue on matrix computations and statistics. Computational Statistics & Data Analysis 50(1): 1-4 (2006) | |
| 44 | Jia Li, Hongyuan Zha: Two-way Poisson mixture models for simultaneous document classification and word clustering. Computational Statistics & Data Analysis 50(1): 163-180 (2006) | |
| 43 | Ya Zhang, Chao-Hsien Chu, Yixin Chen, Hongyuan Zha, Xiang Ji: Splice site prediction using support vector machines with a Bayes kernel. Expert Syst. Appl. 30(1): 73-81 (2006) | |
| 2005 | ||
| 42 | Haoying Fu, Hongyuan Zha, Jesse L. Barlow: Efficient Block Noise Removal Based on Nonlinear Manifolds. ICCV 2005: 549-556 | |
| 41 | Ding Zhou, Jia Li, Hongyuan Zha: A new Mallows distance based metric for comparing clusterings. ICML 2005: 1028-1035 | |
| 40 | Ya Zhang, Hongyuan Zha, Chao-Hsien Chu: A Time-Series Biclustering Algorithm for Revealing Co-Regulated Genes. ITCC (1) 2005: 32-37 | |
| 39 | Hui Han, Hongyuan Zha, C. Lee Giles: Name disambiguation in author citations using a K-way spectral clustering method. JCDL 2005: 334-343 | |
| 38 | Zhenyue Zhang, Hongyuan Zha: A Domain Decomposition Method for Fast Manifold Learning. NIPS 2005 | |
| 37 | Hui Han, Eren Manavoglu, Hongyuan Zha, Kostas Tsioutsiouliklis, C. Lee Giles, Xiangmin Zhang: Rule-based word clustering for document metadata extraction. SAC 2005: 1049-1053 | |
| 36 | Hui Han, Wei Xu, Hongyuan Zha, C. Lee Giles: A hierarchical naive Bayes mixture model for name disambiguation in author citations. SAC 2005: 1065-1069 | |
| 2004 | ||
| 35 | Gordon Rios, Hongyuan Zha: Exploring Support Vector Machines and Random Forests for Spam Detection. CEAS 2004 | |
| 34 | Jin Hyeong Park, Zhenyue Zhang, Hongyuan Zha, Rangachar Kasturi: Local Smoothing for Manifold Learning. CVPR (2) 2004: 452-459 | |
| 33 | Jin Hyeong Park, Hongyuan Zha, Rangachar Kasturi: Spectral Clustering for Robust Motion Segmentation. ECCV (4) 2004: 390-401 | |
| 32 | Jin Hyeong Park, Xiang Ji, Hongyuan Zha, Rangachar Kasturi: Support Vector Clustering Combined with Spectral Graph Partitioning. ICPR (4) 2004: 581-584 | |
| 31 | Hui Han, C. Lee Giles, Hongyuan Zha, Cheng Li, Kostas Tsioutsiouliklis: Two supervised learning approaches for name disambiguation in author citations. JCDL 2004: 296-305 | |
| 30 | Jing Wang, Zhenyue Zhang, Hongyuan Zha: Adaptive Manifold Learning. NIPS 2004 | |
| 29 | Bing Li, Hongyuan Zha, F. Chiaromonte: Linear Contour Learning: A Method for Supervised Dimension Reduction. UAI 2004: 346-356 | |
| 28 | Zhenyue Zhang, Hongyuan Zha: Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment. SIAM J. Scientific Computing 26(1): 313-338 (2004) | |
| 27 | Ya Zhang, Chao-Hsien Chu, Xiang Ji, Hongyuan Zha: Correlating summarization of multi-source news with k-way graph bi-clustering. SIGKDD Explorations 6(2): 34-42 (2004) | |
| 2003 | ||
| 26 | Hongyuan Zha, Zhenyue Zhang: Isometric Embedding and Continuum ISOMAP. ICML 2003: 864-871 | |
| 25 | Zhenyue Zhang, Hongyuan Zha: Nonlinear Dimension Reduction via Local Tangent Space Alignment. IDEAL 2003: 477-481 | |
| 24 | Hui Han, C. Lee Giles, Eren Manavoglu, Hongyuan Zha, Zhenyue Zhang, Edward A. Fox: Automatic Document Metadata Extraction Using Support Vector Machines. JCDL 2003: 37-48 | |
| 23 | Xiang Ji, Hongyuan Zha: Extracting Shared Topics of Multiple Documents. PAKDD 2003: 100-110 | |
| 22 | Xiang Ji, Hongyuan Zha: Correlating Summarization of A Pair of Multilingual Documents. RIDE 2003: 39-46 | |
| 21 | Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon: PageRank: HITS and a Unified Framework for Link Analysis. SDM 2003 | |
| 20 | Xiang Ji, Hongyuan Zha: Domain-independent text segmentation using anisotropic diffusion and dynamic programming. SIGIR 2003: 322-329 | |
| 19 | Hui Han, Eren Manavoglu, C. Lee Giles, Hongyuan Zha: Rule-based word clustering for text classification. SIGIR 2003: 445-446 | |
| 18 | Xiang Ji, Hongyuan Zha: Multidimensional scaling based sensor positioning algorithms in wireless sensor networks. SenSys 2003: 328-329 | |
| 2002 | ||
| 17 | Jia Li, Hongyuan Zha: Simultaneous Classification and Feature Clustering Using Discriminant Vector Quantization with Applications to Microarray Data Analysis. CSB 2002: 246-255 | |
| 16 | Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon: Adaptive dimension reduction for clustering high dimensional data. ICDM 2002: 147-154 | |
| 15 | Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon: Unsupervised Learning: Self-aggregation in Scaled Principal Component Space. PKDD 2002: 112-124 | |
| 14 | Hongyuan Zha: Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering. SIGIR 2002: 113-120 | |
| 13 | Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon: PageRank, HITS and a unified framework for link analysis. SIGIR 2002: 353-354 | |
| 12 | Hongyuan Zha, Xiang Ji: Correlating multilingual documents via bipartite graph modeling. SIGIR 2002: 443-444 | |
| 11 | Zhenyue Zhang, Hongyuan Zha: Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment CoRR cs.LG/0212008: (2002) | |
| 10 | Jesse L. Barlow, Michael W. Berry, Axel Ruhe, Hongyuan Zha: Preface. Computational Statistics & Data Analysis 41(1): 1-2 (2002) | |
| 9 | Xiaofeng He, Hongyuan Zha, Chris H. Q. Ding, Horst D. Simon: Web document clustering using hyperlink structures. Computational Statistics & Data Analysis 41(1): 19-45 (2002) | |
| 2001 | ||
| 8 | Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Bipartite Graph Partitioning and Data Clustering. CIKM 2001: 25-32 | |
| 7 | Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Ming Gu, Horst D. Simon: A Min-max Cut Algorithm for Graph Partitioning and Data Clustering. ICDM 2001: 107-114 | |
| 6 | Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon: Automatic Topic Identification Using Webpage Clustering. ICDM 2001: 195-202 | |
| 5 | Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha: A spectral method to separate disconnected and nearly-disconnected web graph components. KDD 2001: 275-280 | |
| 4 | Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Spectral Relaxation for K-means Clustering. NIPS 2001: 1057-1064 | |
| 3 | Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Bipartite graph partitioning and data clustering CoRR cs.IR/0108018: (2001) | |
| 1998 | ||
| 2 | Hongyuan Zha, Osni Marques, Horst D. Simon: Large-Scale SVD and Subspace-Based Methods for Information Retrieval. IRREGULAR 1998: 29-42 | |
| 1996 | ||
| 1 | Shang-Sheng Tung, Hongyuan Zha, Thomas F. Keefe: Indexing Management for Distributed Linear Hash Files. DEXA Workshop 1996: 106-114 | |