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Hongyuan Zha [FOAF]  [Follow]

Position: Professor
Affiliation: Department of Computer Science and Engineering Pennsylvania State University
Address: Department of Computer Science and Engineering The Pennsylvania State University 343F IST Building University Park, PA 16802
Phone: ) (814) 865-9505 (Department)
Fax: (814) 865-3176
Email:
Homepage: http://www.cse.psu.edu/~zha/
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Statistics: H-index: 25 (See all experts' h-index.)
total citation number: 2357
highest-cited paper: A Min-max Cut Algorithm for Graph Partitioning and Data Clustering (2001) at ICDM (Cited By 288)

Research Interest:

web search, Manifold Learning, semi-supervised manifold learning, structure learning, Distance Preserving Dimension Reduction

Show Temporal Interests (Do you want to see the change of his/her research interests?)


National Science Foundation - US

[8] Computational Methods for Nonlinear Dimension Reduction (0736328), 2007-09-01 － 2009-08-31
[7] Matrix Algorithms for Data Clustering and Nonlinear Dimension Reduction (0701796), 2006-08-15 － 2008-08-31
[6] Manifold Learning from Unorganized High-dimensional Data Points (0701825), 2006-08-15 － 2008-08-31
[5] Matrix Algorithms for Data Clustering and Nonlinear Dimension Reduction (0305879), 2003-09-15 － 2006-12-31
[4] Manifold Learning from Unorganized High-dimensional Data Points (0311800), 2003-09-01 － 2007-01-31
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National Science Foundation - CN

[1] 查宏远, 以用户为中心的多模态信息检索 (60828001), 2009-01-01 - 2010-12-01

Publications: [Edit disambiguation Result]

2010(1)
[91]Jiang Bian, Tie-Yan Liu, Tao Qin, Hongyuan Zha. Ranking with query-dependent loss for web search. 2010. pp.141~150   [Bibtex]
2009(10)
[90]Bo Xiao, Xiaokang Yang, Hongyuan Zha, Yi Xu, Thomas S. Huang. Metric Learning for Regression Problems and Human Age Estimation. 2009. pp.88~99   [Bibtex]
[89]Mingrui Wu, Yi Chang, Zhaohui Zheng, Hongyuan Zha. Smoothing DCG for learning to rank: a novel approach using smoothed hinge functions.  CIKM'2009. pp.1923~1926    Cited By 3[Bibtex]
[88]Jing Bai, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Gordon Sun, Belle L. Tseng, Zhaohui Zheng, Yi Chang. Multi-task learning for learning to rank in web search.  CIKM'2009. pp.1549~1552   [Bibtex]
[87]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. pp.451~460    Cited By 1[Bibtex]
[86]Shuang-Hong Yang, Hongyuan Zha, Shaohua Kevin Zhou, Bao-Gang Hu. Variational Graph Embedding for Globally and Locally Consistent Feature Extraction.  ECML/PKDD (2)'2009. pp.538~553    Cited By 2[Bibtex]
[85]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. pp.35~42    Cited By 4[Bibtex]
[84]Liangda Li, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu. Enhancing diversity, coverage and balance for summarization through structure learning.  WWW'2009. pp.71~80    Cited By 3[Bibtex]
[83]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. pp.51~60    Cited By 8[Bibtex]
[82]Congle Zhang, Gui-Rong Xue, Yong Yu, Hongyuan Zha. Web-scale classification with naive bayes.  WWW'2009. pp.1083~1084   [Bibtex]
[81]Eugene Agichtein, Evgeniy Gabrilovich, Hongyuan Zha. The Social Future of Web Search: Modeling, Exploiting, and Searching Collaboratively Generated Content. IEEE Data Eng. Bull., 2009: 52~61    Cited By 1[Bibtex]
2008(11)
[80]Erkang Chen, Xiaokang Yang, Hongyuan Zha, Rui Zhang, Wenjun Zhang. Learning object classes from image thumbnails through deep neural networks. 2008. pp.829~832   [Bibtex]
[79]Zhenyue Zhang, Hongyuan Zha, Min Zhang. Spectral methods for semi-supervised manifold learning.  CVPR'2008.     Cited By 1[Bibtex]
[78]Keke Chen, Ya Zhang, Zhaohui Zheng, Hongyuan Zha, Gordon Sun. Adapting ranking functions to user preference.  ICDE Workshops'2008. pp.580~587    Cited By 3[Bibtex]
[77]Andrew Smith, Xiaoming Huo, Hongyuan Zha. Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm.  NIPS'2008. pp.1529~1536   [Bibtex]
[76]Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu. Learning to rank with ties.  SIGIR'2008. pp.275~282    Cited By 10[Bibtex]
[75]Steven P. Crain, Jian Huang, Hongyuan Zha. A scalable assistant librarian: hierarchical subject classification of books.  SIGIR'2008. pp.799~800   [Bibtex]
[74]Xiangmin Jiao, Hongyuan Zha. Consistent computation of first- and second-order differential quantities for surface meshes.  Symposium on Solid and Physical Modeling'2008. pp.159~170    Cited By 10[Bibtex]
[73]Jiang Bian, Yandong Liu, Eugene Agichtein, Hongyuan Zha. Finding the right facts in the crowd: factoid question answering over social media.  WWW'2008. pp.467~476    Cited By 38[Bibtex]
[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. pp.141~150    Cited By 21[Bibtex]
[71]Ding Zhou, Jiang Bian, Shuyi Zheng, Hongyuan Zha, C. Lee Giles. Exploring social annotations for information retrieval.  WWW'2008. pp.715~724    Cited By 45[Bibtex]
[70]Jiang Bian, Yandong Liu, Eugene Agichtein, Hongyuan Zha. A few bad votes too many?: towards robust ranking in social media.  AIRWeb'2008. pp.53~60    Cited By 13[Bibtex]
2007(16)
[69]Hyunsoo Kim, Haesun Park, Hongyuan Zha. Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization.  BIBE'2007. pp.263~269    Cited By 1[Bibtex]
[68]Xiangmin Jiao, Narasimha R. Bayyana, Hongyuan Zha. Optimizing Surface Triangulation Via Near Isometry with Reference Meshes.  International Conference on Computational Science (1)'2007. pp.334~341    Cited By 2[Bibtex]
[67]Ding Zhou, Isaac G. Councill, Hongyuan Zha, C. Lee Giles. Discovering Temporal Communities from Social Network Documents.  ICDM'2007. pp.745~750    Cited By 19[Bibtex]
[66]Ding Zhou, Sergey A. Orshanskiy, Hongyuan Zha, C. Lee Giles. Co-ranking Authors and Documents in a Heterogeneous Network.  ICDM'2007. pp.739~744    Cited By 18[Bibtex]
[65]Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha. Learning User Clicks in Web Search.  IJCAI'2007. pp.1162~1167    Cited By 6[Bibtex] [PDF]
[64]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.     Cited By 33[Bibtex]
[63]Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles. IKNN: Informative K-Nearest Neighbor Pattern Classification.  PKDD'2007. pp.248~264    Cited By 10[Bibtex]
[62]Jian Huang, Seyda Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles. Efficient Multiclass Boosting Classification with Active Learning.  SDM'2007.     Cited By 5[Bibtex]
[61]Hyunsoo Kim, Haesun Park, Hongyuan Zha. Distance Preserving Dimension Reduction for Manifold Learning.  SDM'2007.     Cited By 6[Bibtex]
[60]Xin Yang, Sebastien Michea, Hongyuan Zha. Conical Dimension as an Intrinsic Dimension Estimator and its Applications.  SDM'2007.     Cited By 3[Bibtex]
[59]Bingjun Sun, Prasenjit Mitra, C. Lee Giles, John Yen, Hongyuan Zha. Topic segmentation with shared topic detection and alignment of multiple documents.  SIGIR'2007. pp.199~206    Cited By 19[Bibtex]
[58]Zhaohui Zheng, Keke Chen, Gordon Sun, Hongyuan Zha. A regression framework for learning ranking functions using relative relevance judgments.  SIGIR'2007. pp.287~294    Cited By 49[Bibtex]
[57]Jaegul Choo, Hyunsoo Kim, Haesun Park, Hongyuan Zha. A Comparison of Unsupervised Dimension Reduction Algorithms for Classification.  BIBM'2007. pp.71~77   [Bibtex]
[56]Jen-Chih Huang, Xiangmin Jiao, Richard M. Fujimoto, Hongyuan Zha. DAG-guided parallel asynchronous variational integrators with super-elements.  SCSC'2007. pp.691~697    Cited By 2[Bibtex]
[55]Hongyuan Zha, Zhenyue Zhang. Continuum Isomap for manifold learnings. Computational Statistics Data Analysis, 2007: 184~200    Cited By 6[Bibtex]
[54]Christophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha. Machine Learning and Robust Data Mining. Computational Statistics Data Analysis, 2007: 151~154   [Bibtex]
2006(11)
[53]Ding Zhou, Xiang Ji, Hongyuan Zha, C. Lee Giles. Topic evolution and social interactions: how authors effect research.  CIKM'2006. pp.248~257    Cited By 29[Bibtex] [PDF]
[52]Bingjun Sun, Ding Zhou, Hongyuan Zha, John Yen. Multi-task text segmentation and alignment based on weighted mutual information.  CIKM'2006. pp.846~847    Cited By 4[Bibtex] [PDF]
[51]Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun. Incorporating query difference for learning retrieval functions in world wide web search.  CIKM'2006. pp.307~316    Cited By 5[Bibtex] [PDF]
[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. pp.1064~1069    Cited By 5[Bibtex] [PDF]
[49]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. pp.281~288    Cited By 13[Bibtex] [PDF]
[48]Xin Yang, Haoying Fu, Hongyuan Zha, Jesse L. Barlow. Semi-supervised nonlinear dimensionality reduction.  ICML'2006. pp.1065~1072    Cited By 42[Bibtex] [PDF]
[47]Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun. Incorporating query difference for learning retrieval functions in information retrieval.  SIGIR'2006. pp.721~722    Cited By 4[Bibtex]
[46]Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha. Probabilistic models for discovering e-communities.  WWW'2006. pp.173~182    Cited By 50[Bibtex]
[45]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., 2006: 73~81    Cited By 10[Bibtex]
[44]Jesse L. Barlow, Haesun Park, Patrick J. F. Groenen, Hongyuan Zha. 2nd Special issue on matrix computations and statistics. Computational Statistics Data Analysis, 2006: 1~4   [Bibtex]
[43]Jia Li, Hongyuan Zha. Two-way Poisson mixture models for simultaneous document classification and word clustering. Computational Statistics Data Analysis, 2006: 163~180    Cited By 15[Bibtex]
2005(7)
[42]Haoying Fu, Hongyuan Zha, Jesse L. Barlow. Efficient Block Noise Removal Based on Nonlinear Manifolds.  ICCV'2005. pp.549~556   [Bibtex] [PDF]
[41]Ding Zhou, Jia Li, Hongyuan Zha. A new Mallows distance based metric for comparing clusterings.  ICML'2005. pp.1028~1035    Cited By 24[Bibtex] [PDF]
[40]Ya Zhang, Hongyuan Zha, Chao-Hsien Chu. A Time-Series Biclustering Algorithm for Revealing Co-Regulated Genes.  ITCC (1)'2005. pp.32~37    Cited By 26[Bibtex]
[39]Hui Han, Hongyuan Zha, C. Lee Giles. Name disambiguation in author citations using a K-way spectral clustering method.  JCDL'2005. pp.334~343    Cited By 84[Bibtex] [PDF]
[38]Zhenyue Zhang, Hongyuan Zha. A Domain Decomposition Method for Fast Manifold Learning.  NIPS'2005.     Cited By 5[Bibtex] [PDF]
[37]Hui Han, Eren Manavoglu, Hongyuan Zha, Kostas Tsioutsiouliklis, C. Lee Giles, Xiangmin Zhang. Rule-based word clustering for document metadata extraction.  SAC'2005. pp.1049~1053    Cited By 12[Bibtex]
[36]Hui Han, Wei Xu, Hongyuan Zha, C. Lee Giles. A hierarchical naive Bayes mixture model for name disambiguation in author citations.  SAC'2005. pp.1065~1069    Cited By 27[Bibtex]
2004(9)
[35]Gordon Rios, Hongyuan Zha. Exploring Support Vector Machines and Random Forests for Spam Detection.  CEAS'2004.     Cited By 27[Bibtex]
[34]Jin Hyeong Park, Zhenyue Zhang, Hongyuan Zha, Rangachar Kasturi. Local Smoothing for Manifold Learning.  CVPR (2)'2004. pp.452~459    Cited By 12[Bibtex]
[33]Jin Hyeong Park, Hongyuan Zha, Rangachar Kasturi. Spectral Clustering for Robust Motion Segmentation.  ECCV (4)'2004. pp.390~401    Cited By 16[Bibtex] [PDF]
[32]Jin Hyeong Park, Xiang Ji, Hongyuan Zha, Rangachar Kasturi. Support Vector Clustering Combined with Spectral Graph Partitioning.  ICPR (4)'2004. pp.581~584    Cited By 3[Bibtex] [PDF]
[31]Hui Han, C. Lee Giles, Hongyuan Zha, Cheng Li, Kostas Tsioutsiouliklis. Two supervised learning approaches for name disambiguation in author citations.  JCDL'2004. pp.296~305    Cited By 121[Bibtex] [PDF]
[30]Jing Wang, Zhenyue Zhang, Hongyuan Zha. Adaptive Manifold Learning.  NIPS'2004.     Cited By 32[Bibtex] [PDF]
[29]Bing Li, Hongyuan Zha, F. Chiaromonte. Linear Contour Learning: A Method for Supervised Dimension Reduction.  UAI'2004. pp.346~356    Cited By 2[Bibtex]
[28]Ya Zhang, Chao-Hsien Chu, Xiang Ji, Hongyuan Zha. Correlating summarization of multi-source news with k-way graph bi-clustering. SIGKDD Explorations, 2004: 34~42    Cited By 10[Bibtex]
[27]Zhenyue Zhang, Hongyuan Zha. Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment. SIAM J. Scientific Computing, 2004: 313~338    Cited By 216[Bibtex]
2003(9)
[26]Hongyuan Zha, Zhenyue Zhang. Isometric Embedding and Continuum ISOMAP.  ICML'2003. pp.864~871    Cited By 38[Bibtex] [PDF]
[25]Zhenyue Zhang, Hongyuan Zha. Nonlinear Dimension Reduction via Local Tangent Space Alignment.  IDEAL'2003. pp.477~481    Cited By 3[Bibtex] [PDF]
[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. pp.37~48    Cited By 172[Bibtex] [PDF]
[23]Xiang Ji, Hongyuan Zha. Extracting Shared Topics of Multiple Documents.  PAKDD'2003. pp.100~110    Cited By 6[Bibtex]
[22]Xiang Ji, Hongyuan Zha. Correlating Summarization of A Pair of Multilingual Documents.  RIDE'2003. pp.39~46    Cited By 2[Bibtex]
[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.     Cited By 101[Bibtex]
[20]Xiang Ji, Hongyuan Zha. Multidimensional scaling based sensor positioning algorithms in wireless sensor networks.  SenSys'2003. pp.328~329    Cited By 4[Bibtex]
[19]Xiang Ji, Hongyuan Zha. Domain-independent text segmentation using anisotropic diffusion and dynamic programming.  SIGIR'2003. pp.322~329    Cited By 33[Bibtex]
[18]Hui Han, Eren Manavoglu, C. Lee Giles, Hongyuan Zha. Rule-based word clustering for text classification.  SIGIR'2003. pp.445~446    Cited By 4[Bibtex]
2002(9)
[17]Jia Li, Hongyuan Zha. Simultaneous Classification and Feature Clustering Using Discriminant Vector Quantization with Applications to Microarray Data Analysis.  CSB'2002. pp.246~255    Cited By 10[Bibtex]
[16]Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon. Adaptive dimension reduction for clustering high dimensional data.  ICDM'2002. pp.147~154    Cited By 94[Bibtex] [PDF]
[15]Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon. Unsupervised Learning: Self-aggregation in Scaled Principal Component Space.  PKDD'2002. pp.112~124    Cited By 14[Bibtex] [PDF]
[14]Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon. PageRank, HITS and a unified framework for link analysis.  SIGIR'2002. pp.353~354    Cited By 101[Bibtex]
[13]Hongyuan Zha. Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering.  SIGIR'2002. pp.113~120    Cited By 92[Bibtex]
[12]Hongyuan Zha, Xiang Ji. Correlating multilingual documents via bipartite graph modeling.  SIGIR'2002. pp.443~444    Cited By 10[Bibtex]
[11]Zhenyue Zhang, Hongyuan Zha. Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment. CoRR, 2002.     Cited By 112[Bibtex] [PDF]
[10]Xiaofeng He, Hongyuan Zha, Chris H. Q. Ding, Horst D. Simon. Web document clustering using hyperlink structures. Computational Statistics Data Analysis, 2002: 19~45   [Bibtex]
[9]Jesse L. Barlow, Michael W. Berry, Axel Ruhe, Hongyuan Zha. Preface. Computational Statistics Data Analysis, 2002: 1~2   [Bibtex] [PDF]
2001(6)
[8]Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon. Bipartite Graph Partitioning and Data Clustering.  CIKM'2001. pp.25~32   [Bibtex] [PDF]
[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. pp.107~114    Cited By 288[Bibtex] [PDF]
[6]Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon. Automatic Topic Identification Using Webpage Clustering.  ICDM'2001. pp.195~202    Cited By 57[Bibtex] [PDF]
[5]Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha. A spectral method to separate disconnected and nearly-disconnected web graph components.  KDD'2001. pp.275~280    Cited By 39[Bibtex] [PDF]
[4]Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon. Spectral Relaxation for K-means Clustering.  NIPS'2001. pp.1057~1064    Cited By 219[Bibtex] [PDF]
[3]Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon. Bipartite graph partitioning and data clustering. CoRR, 2001.    [Bibtex] [PDF]
1998(1)
[2]Hongyuan Zha, Osni Marques, Horst D. Simon. Large-Scale SVD and Subspace-Based Methods for Information Retrieval.  IRREGULAR'1998. pp.29~42    Cited By 13[Bibtex]
1996(1)
[1]Shang-Sheng Tung, Hongyuan Zha, Thomas F. Keefe. Indexing Management for Distributed Linear Hash Files.  DEXA Workshop'1996. pp.106~114    Cited By 1[Bibtex]