Hongyuan Zha

Yi Chang, Anlei Dong, Pranam Kolari, Ruiqiang Zhang, Yoshiyuki Inagaki, Fernando Diaz, Hongyuan Zha, Yan Liu: Improving recency ranking using twitter data. ACM TIST 4(1): 4 (2013)

Zheng Lu, Hongyuan Zha, Xiaokang Yang, Weiyao Lin, Zhaohui Zheng: A New Algorithm for Inferring User Search Goals with Feedback Sessions. IEEE Trans. Knowl. Data Eng. 25(3): 502-513 (2013)

Mingxuan Sun, Fuxin Li, Joonseok Lee, Ke Zhou, Guy Lebanon, Hongyuan Zha: Learning multiple-question decision trees for cold-start recommendation. WSDM 2013: 445-454

Zhenyue Zhang, Keke Zhao, Hongyuan Zha: Inducible regularization for low-rank matrix factorizations for collaborative filtering. Neurocomputing 97: 52-62 (2012)

Zhenyue Zhang, Jing Wang, Hongyuan Zha: Adaptive Manifold Learning. IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 253-265 (2012)

Yi Chang, Jing Bai, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Zhaohui Zheng: Multi-task learning to rank for web search. Pattern Recognition Letters 33(2): 173-181 (2012)

Kai Guo, Xiaokang Yang, Hongyuan Zha, Weiyao Lin, Songyu Yu: Multiscale Semilocal Interpolation With Antialiasing. IEEE Transactions on Image Processing 21(2): 615-625 (2012)

Weinan Zhang, Dingquan Wang, Gui-Rong Xue, Hongyuan Zha: Advertising Keywords Recommendation for Short-Text Web Pages Using Wikipedia. ACM TIST 3(2): 36 (2012)

Ke Zhou, Jing Bai, Hongyuan Zha, Gui-Rong Xue: Leveraging Auxiliary Data for Learning to Rank. ACM TIST 3(2): 37 (2012)

Steven P. Crain, Ke Zhou, Shuang-Hong Yang, Hongyuan Zha: Dimensionality Reduction and Topic Modeling: From Latent Semantic Indexing to Latent Dirichlet Allocation and Beyond. Mining Text Data 2012: 129-161

Ke Zhou, Xin Li, Hongyuan Zha: Collaborative ranking: improving the relevance for tail queries. CIKM 2012: 1900-1904

Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha: On the Convergence of Graph Matching: Graduated Assignment Revisited. ECCV (3) 2012: 821-835

Ke Zhou, Hongyuan Zha: Learning binary codes for collaborative filtering. KDD 2012: 498-506

Shuang-Hong Yang, Alexander J. Smola, Bo Long, Hongyuan Zha, Yi Chang: Friend or frenemy?: predicting signed ties in social networks. SIGIR 2012: 555-564

Zheng Lu, Xiaokang Yang, Weiyao Lin, Xiaoling Chen, Hongyuan Zha: Inferring user image-search goals by mining query logs with semi-supervised spectral clustering. VCIP 2012: 1-6

Shuang-Hong Yang, Jiang Bian, Hongyuan Zha: Hybrid Generative/Discriminative Learning for Automatic Image Annotation. CoRR abs/1203.3530 (2012)

Thomas Perry, Hongyuan Zha, Patricio Frias, Dadan Zeng, Mark Braunstein: Supervised Laplacian Eigenmaps with Applications in Clinical Diagnostics for Pediatric Cardiology. CoRR abs/1207.7035 (2012)

Ke Zhou, Hongyuan Zha, Gui-Rong Xue, Yong Yu: Learning the Gain Values and Discount Factors of DCG. CoRR abs/1212.5650 (2012)

Xiangmin Jiao, Duo Wang, Hongyuan Zha: Simple and effective variational optimization of surface and volume triangulations. Eng. Comput. (Lond.) 27(1): 81-94 (2011)

Shuang-Hong Yang, Steven P. Crain, Hongyuan Zha: Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality. Journal of Machine Learning Research - Proceedings Track 15: 823-831 (2011)

Shuang-Hong Yang, Bo Long, Alexander J. Smola, Hongyuan Zha, Zhaohui Zheng: Collaborative competitive filtering: learning recommender using context of user choice. SIGIR 2011: 295-304

Ke Zhou, Shuang-Hong Yang, Hongyuan Zha: Functional matrix factorizations for cold-start recommendation. SIGIR 2011: 315-324

Zheng Lu, Xiaokang Yang, Weiyao Lin, Xiaoling Chen, Hongyuan Zha: Inferring users' image-search goals with pseudo-images. VCIP 2011: 1-4

Liangda Li, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu: Video summarization via transferrable structured learning. WWW 2011: 287-296

Shuang-Hong Yang, Bo Long, Alexander J. Smola, Narayanan Sadagopan, Zhaohui Zheng, Hongyuan Zha: Like like alike: joint friendship and interest propagation in social networks. WWW 2011: 537-546

Shuang-Hong Yang, Hongyuan Zha: Language pyramid and multi-scale text analysis. CIKM 2010: 639-648

Zhenzhen Kou, Yi Chang, Zhaohui Zheng, Hongyuan Zha: Learning to blend rankings: a monotonic transformation to blend rankings from heterogeneous domains. CIKM 2010: 1921-1924

Shuang-Hong Yang, Jiang Bian, Hongyuan Zha: Hybrid Generative/Discriminative Learning for Automatic Image Annotation. UAI 2010: 683-690

Jiang Bian, Tie-Yan Liu, Tao Qin, Hongyuan Zha: Ranking with query-dependent loss for web search. WSDM 2010: 141-150

Jiang Bian, Xin Li, Fan Li, Zhaohui Zheng, Hongyuan Zha: Ranking specialization for web search: a divide-and-conquer approach by using topical RankSVM. WWW 2010: 131-140

Anlei Dong, Ruiqiang Zhang, Pranam Kolari, Jing Bai, Fernando Diaz, Yi Chang, Zhaohui Zheng, Hongyuan Zha: Time is of the essence: improving recency ranking using Twitter data. WWW 2010: 331-340

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)

Hongyuan Zha, Zhenyue Zhang: Spectral Properties of the Alignment Matrices in Manifold Learning. SIAM Review 51(3): 545-566 (2009)

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: 1549-1552

Mingrui Wu, Yi Chang, Zhaohui Zheng, Hongyuan Zha: Smoothing DCG for learning to rank: a novel approach using smoothed hinge functions. CIKM 2009: 1923-1926

Kai Guo, Xiaokang Yang, Rui Zhang, Songyu Yu, Hongyuan Zha: Interpolating fine texturess with fields of experts prior. ICIP 2009: 353-356

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

Shuang-Hong Yang, Hongyuan Zha, Bao-Gang Hu: Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora. NIPS 2009: 2143-2150

Bo Xiao, Xiaokang Yang, Hongyuan Zha, Yi Xu, Thomas S. Huang: Metric Learning for Regression Problems and Human Age Estimation. PCM 2009: 88-99

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: 538-553

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

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

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

Congle Zhang, Gui-Rong Xue, Yong Yu, Hongyuan Zha: Web-scale classification with naive bayes. WWW 2009: 1083-1084

Jiang Bian, Yandong Liu, Eugene Agichtein, Hongyuan Zha: A few bad votes too many?: towards robust ranking in social media. AIRWeb 2008: 53-60

Zhenyue Zhang, Hongyuan Zha, Min Zhang: Spectral methods for semi-supervised manifold learning. CVPR 2008

Erkang Chen, Xiaokang Yang, Hongyuan Zha, Rui Zhang, Wenjun Zhang: Learning object classes from image thumbnails through deep neural networks. ICASSP 2008: 829-832

Keke Chen, Ya Zhang, Zhaohui Zheng, Hongyuan Zha, Gordon Sun: Adapting ranking functions to user preference. ICDE Workshops 2008: 580-587

Xiangmin Jiao, Duo Wang, Hongyuan Zha: Simple and Effective Variational Optimization of Surface and Volume Triangulations. IMR 2008: 315-332

Andrew Smith, Xiaoming Huo, Hongyuan Zha: Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm. NIPS 2008: 1529-1536

Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu: Learning to rank with ties. SIGIR 2008: 275-282

Steven P. Crain, Jian Huang, Hongyuan Zha: A scalable assistant librarian: hierarchical subject classification of books. SIGIR 2008: 799-800

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

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

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

Ding Zhou, Jiang Bian, Shuyi Zheng, Hongyuan Zha, C. Lee Giles: Exploring social annotations for information retrieval. WWW 2008: 715-724

Christophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha: Machine Learning and Robust Data Mining. Computational Statistics & Data Analysis 52(1): 151-154 (2007)

Hongyuan Zha, Zhenyue Zhang: Continuum Isomap for manifold learnings. Computational Statistics & Data Analysis 52(1): 184-200 (2007)

Hyunsoo Kim, Haesun Park, Hongyuan Zha: Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization. BIBE 2007: 263-269

Jaegul Choo, Hyunsoo Kim, Haesun Park, Hongyuan Zha: A Comparison of Unsupervised Dimension Reduction Algorithms for Classification. BIBM 2007: 71-77

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

Ding Zhou, Sergey A. Orshanskiy, Hongyuan Zha, C. Lee Giles: Co-ranking Authors and Documents in a Heterogeneous Network. ICDM 2007: 739-744

Ding Zhou, Isaac G. Councill, Hongyuan Zha, C. Lee Giles: Discovering Temporal Communities from Social Network Documents. ICDM 2007: 745-750

Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha: Learning User Clicks in Web Search. IJCAI 2007: 1162-1167

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

Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles: IKNN: Informative K-Nearest Neighbor Pattern Classification. PKDD 2007: 248-264

Jen-Chih Huang, Xiangmin Jiao, Richard M. Fujimoto, Hongyuan Zha: DAG-guided parallel asynchronous variational integrators with super-elements. SCSC 2007: 691-697

Jian Huang, Seyda Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles: Efficient Multiclass Boosting Classification with Active Learning. SDM 2007

Hyunsoo Kim, Haesun Park, Hongyuan Zha: Distance Preserving Dimension Reduction for Manifold Learning. SDM 2007

Xin Yang, Sebastien Michea, Hongyuan Zha: Conical Dimension as an Intrinsic Dimension Estimator and its Applications. SDM 2007

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

Zhaohui Zheng, Keke Chen, Gordon Sun, Hongyuan Zha: A regression framework for learning ranking functions using relative relevance judgments. SIGIR 2007: 287-294

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)

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)

Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji: Towards Inferring Protein Interactions: Challenges and Solutions. EURASIP J. Adv. Sig. Proc. 2006 (2006)

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)

Ding Zhou, Xiang Ji, Hongyuan Zha, C. Lee Giles: Topic evolution and social interactions: how authors effect research. CIKM 2006: 248-257

Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun: Incorporating query difference for learning retrieval functions in world wide web search. CIKM 2006: 307-316

Bingjun Sun, Ding Zhou, Hongyuan Zha, John Yen: Multi-task text segmentation and alignment based on weighted mutual information. CIKM 2006: 846-847

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

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

Xin Yang, Haoying Fu, Hongyuan Zha, Jesse L. Barlow: Semi-supervised nonlinear dimensionality reduction. ICML 2006: 1065-1072

Hongyuan Zha, Zhaohui Zheng, Haoying Fu, Gordon Sun: Incorporating query difference for learning retrieval functions in information retrieval. SIGIR 2006: 721-722

Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha: Probabilistic models for discovering e-communities. WWW 2006: 173-182

Haoying Fu, Hongyuan Zha, Jesse L. Barlow: Efficient Block Noise Removal Based on Nonlinear Manifolds. ICCV 2005: 549-556

Ding Zhou, Jia Li, Hongyuan Zha: A new Mallows distance based metric for comparing clusterings. ICML 2005: 1028-1035

Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang: Towards discovering organizational structure from email corpus. ICMLA 2005

Ya Zhang, Hongyuan Zha, Chao-Hsien Chu: A Time-Series Biclustering Algorithm for Revealing Co-Regulated Genes. ITCC (1) 2005: 32-37

Hui Han, Hongyuan Zha, C. Lee Giles: Name disambiguation in author citations using a K-way spectral clustering method. JCDL 2005: 334-343

Zhenyue Zhang, Hongyuan Zha: A Domain Decomposition Method for Fast Manifold Learning. NIPS 2005

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

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

Zhenyue Zhang, Hongyuan Zha, Horst D. Simon: Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations. SIAM J. Matrix Analysis Applications 25(4): 901-920 (2004)

Zhenyue Zhang, Hongyuan Zha: Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment. SIAM J. Scientific Computing 26(1): 313-338 (2004)

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)

Gordon Rios, Hongyuan Zha: Exploring Support Vector Machines and Random Forests for Spam Detection. CEAS 2004

Jin Hyeong Park, Zhenyue Zhang, Hongyuan Zha, Rangachar Kasturi: Local Smoothing for Manifold Learning. CVPR (2) 2004: 452-459

Jin Hyeong Park, Hongyuan Zha, Rangachar Kasturi: Spectral Clustering for Robust Motion Segmentation. ECCV (4) 2004: 390-401

Xiang Ji, Hongyuan Zha, John J. Metzner, George Kesidis: Dynamic cluster structure for object detection and tracking in wireless ad-hoc sensor networks. ICC 2004: 3807-3811

Jin Hyeong Park, Xiang Ji, Hongyuan Zha, Rangachar Kasturi: Support Vector Clustering Combined with Spectral Graph Partitioning. ICPR (4) 2004: 581-584

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

Jing Wang, Zhenyue Zhang, Hongyuan Zha: Adaptive Manifold Learning. NIPS 2004

Bing Li, Hongyuan Zha, Francesca Chiaromonte: Linear Contour Learning: A Method for Supervised Dimension Reduction. UAI 2004: 346-356

Hongyuan Zha, Zhenyue Zhang: Isometric Embedding and Continuum ISOMAP. ICML 2003: 864-871

Zhenyue Zhang, Hongyuan Zha: Nonlinear Dimension Reduction via Local Tangent Space Alignment. IDEAL 2003: 477-481

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

Xiang Ji, Hongyuan Zha: Extracting Shared Topics of Multiple Documents. PAKDD 2003: 100-110

Xiang Ji, Hongyuan Zha: Correlating Summarization of A Pair of Multilingual Documents. RIDE 2003: 39-46

Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon: PageRank: HITS and a Unified Framework for Link Analysis. SDM 2003

Xiang Ji, Hongyuan Zha: Multidimensional scaling based sensor positioning algorithms in wireless sensor networks. SenSys 2003: 328-329

Xiang Ji, Hongyuan Zha: Domain-independent text segmentation using anisotropic diffusion and dynamic programming. SIGIR 2003: 322-329

Hui Han, Eren Manavoglu, C. Lee Giles, Hongyuan Zha: Rule-based word clustering for text classification. SIGIR 2003: 445-446

Jesse L. Barlow, Michael W. Berry, Axel Ruhe, Hongyuan Zha: Preface. Computational Statistics & Data Analysis 41(1): 1-2 (2002)

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)

Jia Li, Hongyuan Zha: Simultaneous Classification and Feature Clustering Using Discriminant Vector Quantization with Applications to Microarray Data Analysis. CSB 2002: 246-255

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon: Adaptive dimension reduction for clustering high dimensional data. ICDM 2002: 147-154

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon: Unsupervised Learning: Self-aggregation in Scaled Principal Component Space. PKDD 2002: 112-124

Hongyuan Zha: Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering. SIGIR 2002: 113-120

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

Hongyuan Zha, Xiang Ji: Correlating multilingual documents via bipartite graph modeling. SIGIR 2002: 443-444

Zhenyue Zhang, Hongyuan Zha: Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment. CoRR cs.LG/0212008 (2002)

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Bipartite Graph Partitioning and Data Clustering. CIKM 2001: 25-32

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

Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon: Automatic Topic Identification Using Webpage Clustering. ICDM 2001: 195-202

Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha: A spectral method to separate disconnected and nearly-disconnected web graph components. KDD 2001: 275-280

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Spectral Relaxation for K-means Clustering. NIPS 2001: 1057-1064

Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon: Bipartite graph partitioning and data clustering. CoRR cs.IR/0108018 (2001)

Hongyuan Zha, Osni Marques, Horst D. Simon: Large-Scale SVD and Subspace-Based Methods for Information Retrieval. IRREGULAR 1998: 29-42

Shang-Sheng Tung, Hongyuan Zha, Thomas F. Keefe: Indexing Management for Distributed Linear Hash Files. DEXA Workshop 1996: 106-114