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Benyu Zhang

Lead Researcher
Microsoft Research Asia
5F, Beijing Sigma Center, No. 49, Zhichun Road Haidian District, Beijing 100080, P.R.China
E-mail: byzhang at microsoft dot com
my resume DBLP

Journal Articles

  1. Yan, Shuicheng, Xu, Dong, Zhang, Benyu, Zhang, Hong-Jiang, Yang, Qiang, Lin, S.. Graph Embedding and Extensions: A General Framework for Dimensionality Reduction 2007 Pattern Analysis and Machine Intelligence, IEEE Transactions on 1 40 - 51 29
  2. Yan, Jun, Zhang, Benyu, Yan, Shuicheng, Liu, Ning, Yang, Qiang, Cheng, Qiansheng, Li, Hua, Chen, Zheng, Ma, Wei-Ying. A Scalable Supervised Algorithm for Dimensionality Reduction on Streaming Data 2006 Information Sciences 14 2042-2065 176
  3. Yan, Jun, Zhang, Benyu, Liu, Ning, Yan, Shuicheng, Cheng, Qiansheng, Fan, Weiguo, Yang, Qiang, Xi, Wensi, Chen, Zheng. Effective and efficient dimensionality reduction for large-scale and streaming data preprocessing 2006 Knowledge and Data Engineering, IEEE Transactions on 3 320-333 18
  4. Yan, Jun, Liu, Ning, Yang, Qiang, Zhang, Benyu, Cheng, Qiansheng, Chen, Zheng. Mining Adaptive Ratio Rules from Distributed Data Sources 2006 Data Mining and Knowledge Discovery 2-3 249-273 12

Conference Papers

  1. Li, Xin, Yan, Jun, Deng, Zhi-Hong, Ji, Lei, Fan, Weiguo, Zhang, Benyu, Chen, Zheng. A novel clustering-based rss aggregator 2007 16th international conference on World Wide Web 1309-1310
  2. Sun, Yizhou, Xie, Kunqing, Liu, Ning, Yan, Shuicheng, Zhang, Benyu, Chen, Zheng. Causal Relation of Queries from Temporal Logs 2007 16th international conference on World Wide Web 1141-1142
  3. Xu, Yabo, Zhang, Benyu, Chen, Zheng, Wang, Ke. Privacy-Enhancing Personalized Web Search 2007 16th international conference on World Wide Web 591-600
  4. Yan, Jun, Liu, Ning, Zhang, Benyu, Yang, Qiang, Chen, Zheng. A novel scalable algorithm for supervised subspace learning 2006 HongKong, China 6th IEEE International Conference on Data Mining 721-730
  5. Li, Hua, Shen, Dou, Zhang, Benyu, Chen, Zheng, Yang, Qiang. Adding semantics to email clustering 2006 HongKong, China 6th IEEE International Conference on Data Mining 938 - 942
  6. Chen, Jilin, Zhang, Benyu, Yan, Jun, Yang, Qiang. Diverse Topic Phrase Extraction through Latent Semantic Analysis 2006 HongKong, China 6th IEEE International Conference on Data Mining 834 - 838
  7. Liu, Ning, Nong, Shuzhen, Yan, Jun, Zhang, Benyu, Chen, Zheng, Li, Ying. Similarity of temporal query logs based on arima model 2006 HongKong, China Data Mining, 2006. ICDM '06. Sixth International Conference on 975 - 979
  8. Liu, Ning, Yan, Jun, Bai, Fengshan, Zhang, Benyu, Xi, Wensi, Fan, Weiguo, Chen, Zheng, Ji, Lei, Hu, Chenyong, Ma, Wei-Ying. A Similarity Reinforcement Algorithm for Heterogeneous Web Pages 2005 Shanghai, China 7th Asia-Pacific Web Conference
  9. Yan, Jun, Cheng, Qiansheng, Yang, Qiang, Zhang, Benyu. An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data 2005 Shanghai, China 7th Asia-Pacific Web Conference
  10. Yan, Shuicheng, Xu, Dong, Zhang, Lei, Zhang, Benyu, Zhang, Hong-Jiang. Coupled Kernel Discriminant Analysis 2005 San Diego, CA IEEE Computer Society International Conference on Computer Vision and Pattern Recognition 2005
  11. Zhuang, Dong, Zhang, Benyu, Yang, Qiang, Yan, Jun, Chen, Zheng, Chen, Ying. Efficient text classification by weighted proximal svm 2005 Houston, Texas 5th IEEE International Conference on Data Mining 538-545
  12. Yan, Shuicheng, Xu, Dong, Zhang, Benyu, Zhang, Hong-Jiang. Graph Embedding: A General Framework for Dimensionality Reduction 2005 San Diego, CA IEEE Computer Society International Conference on Computer Vision and Pattern Recognition 2005
  13. Zhang, Benyu, Li, Hua, Liu, Yi, Ji, Lei, Xi, Wensi, Fan, Weiguo, Chen, Zheng, Ma, Wei-Ying. Improving Web Search Results Using Affinity Graph 2005 Salvador, Brazil 28th annual international ACM SIGIR conference on Research and development in informaion retrieval
  14. Hu, Chenyong, Wang, Yongji, Zhang, Benyu, Yang, Qiang, Wang, Qing, Zhou, Jinhui, He, Ran, Yan, Jun. Mining quantitative associations in large database 2005 Shanghai, China 7th Asia-Pacific Web Conference
  15. Yan, Jun, Liu, Ning, Zhang, Benyu, Yan, Shuicheng, Chen, Zheng, Cheng, Qiansheng, Fan, Weiguo, Ma, Wei-Ying. OCFS: optimal orthogonal centroid feature selection for text categorization 2005 Salvador, Brazil 28th annual international ACM SIGIR conference on Research and development in information retrieval 122-129
  16. Xi, Wensi, Fox, Edward Allan, Fan, Weiguo Patrick, Zhang, Benyu, Chen, Zheng, Yan, Jun, Zhuang, Dong. Simfusion: Measuring similarity using unified relationship matrix 2005 Salvador, Brazil 28th annual international ACM SIGIR conference on Research and development in informaion retrieval
  17. Liu, Ning, Bai, Fengshan, Yan, Jun, Zhang, Benyu, Chen, Zheng, Ma, Wei-Ying. Supervised Semi-definite Embedding for Email Data Cleaning and Visualization 2005 Shanghai, China 7th Asia-Pacific Web Conference
  18. Liu, Ning, Zhang, Benyu, Yan, Jun, Chen, Zheng. Supervised Semi-Definite Embedding for Image Manifolds 2005 Amsterdam, The Netherlands IEEE International Conference on Multimedia & Expo 2005
  19. Liu, Ning, Zhang, Benyu, Yan, Jun, Chen, Zheng, Liu, Wenyin, Bai, Fengshan, Chien, Leefeng. Text Representation: From Vector to Tensor 2005 Houston, Texas 5th IEEE International Conference on Data Mining 725-728
  20. Liu, Yi, Zhang, Benyu, Chen, Zheng, Lyu, Michael R., Ma, Wei-Ying. Affinity Rank: A New Scheme for Efficient Web Search 2004 New York, NY 13th international conference on World Wide Web
  21. Yan, Shuicheng, Zhang, Hong-Jiang, Hu, Yuxiao, Zhang, Benyu, Cheng, Qiansheng. Discriminant Analysis on Embedded Manifold 2004 Prague, Czech Republic 8th European Conference on Computer Vision
  22. Lu, Yizhou, Liu, Xuezheng, Xi, Wensi, Zhang, Benyu, Li, Hua, Chen, Zheng, Yan, Shuicheng, Ma, Wei-Ying. Efficient pagerank with same out-link groups 2004 Beijing, China 2004 Asia Information Retrieval Symposium
  23. Sun, Jiantao, Zhang, Benyu, Chen, Zheng, Lu, Yuchang, Shi, Cuiyi, Ma, Wei-Ying. GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification 2004 Beijing, China IEEE/WIC International Conference on Web Intelligence 2004
  24. Yan, Jun, Zhang, Benyu, Yan, Shuicheng, Yang, Qiang, Li, Hua, Chen, Zheng, Xi, Wensi, Fan, Weiguo, Ma, Wei-Ying, Cheng, Qiansheng. IMMC: Incremental Maximum Margin Criterion 2004 Seattle, WA 10th ACM SIGKDD international conference on Knowledge discovery and data mining
  25. Liu, Tao, Chen, Zheng, Zhang, Benyu, Ma, Wei-Ying, Wu, Gongyi. Improving Text Classification Using Local Latent Semantic Indexing 2004 Brighton, UK 2004 IEEE International Conference on Data Mining
  26. Liu, Ning, Zhang, Benyu, Yan, Jun, Yang, Qiang, Yan, Shuicheng, Chen, Zheng, Ma, Wei-Ying. Learning Similarity Measures in the Non-orthogonal Space 2004 Washington, DC 13th Conference on Information and Knowledge Management
  27. Xi, Wensi, Zhang, Benyu, Chen, Zheng, Lu, Yizhou, Yan, Shuicheng, Ma, Wei-Ying, Fox, Edward Allan. Link Fusion: A Unified Link Analysis Framework for Multi-Type Interrelated Data Objects 2004 New York, NY 13th international conference on World Wide Web 319-327
  28. Hu, Chenyong, Zhang, Benyu, Yan, Shuicheng, Yang, Qiang, Chen, Zheng, Ma, Wei-Ying. Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization 2004 Brighton, UK 2004 IEEE International Conference on Data Mining
  29. Huang, Shen, Xue, Gui-Rong, Zhang, Benyu, Chen, Zheng, Ma, Wei-Ying, Yu, Yong. Multi-Type Features based Web Document Clustering 2004 Brisbane, Australia 5th International Conference on Web Information Systems Engineering
  30. Liu, Ning, Zhang, Benyu, Yan, Jun, Xi, Wensi, Yan, Shuicheng, Chen, Zheng, Bai, Fengshan, Ma, Wei-Ying. Online Supervised Learning for Digital Library 2004 7th Internaltion Conference of Asian Digital Libraries
  31. Lu, Yizhou, Zhang, Benyu, Xi, Wensi, Chen, Zheng, Liu, Yi, Lyu, Michael R., Ma, Wei-Ying. The PowerRank Web Link Analysis Algorithm 2004 New York, NJ 13th international conference on World Wide Web
  32. Huang, Shen, Xue, Gui-Rong, Zhang, Benyu, Chen, Zheng, Yu, Yong, Ma, Wei-Ying. TSSP: A Reinforcement Algorithm to Find Related Papers 2004 Beijing, China IEEE/WIC International Conference on Web Intelligence 2004
  33. Shen, Dou, Chen, Zheng, Zeng, Hua-Jun, Zhang, Benyu, Yang, Qiang, Ma, Wei-Ying, Lu, Yuchang. Web-page classification through summarization 2004 Sheffield, UK 27th annual international ACM SIGIR conference on Research and development in informaion retrieval
  34. Zhang, Benyu, Li, Wenxin, Xu, Zhuoqun. Personalized Tour Planning System Based on User Interest Analysis 2002 Poznań, Poland 5th International Conference on Business Information Systems 5th International Conference on Business Information Systems

Patents and Patent Applications

  1. Zhang, Benyu, Lin, Chenxi, Zeng, Hua-Jun, Wang, Jian, Tang, Ke, Chen, Zheng. Interactively crawling data records on web pages 2008 20080016087
  2. Zhang, Benyu, Lin, Chenxi, Zeng, Hua-Jun, Wang, Jian, Tang, Ke, Chen, Zheng. Interactively crawling data records on web pages 2008 WO2008008213
  3. Chen, Zheng, LI, LEI, Lin, Chenxi, LIU, QIAOLING, Wang, Jian, Zhang, Benyu. Adaptive grouping in a file network 2007 20070239712
  4. Nong, Shuzhen, Li, Ying, Najm, Tarek, Li, Li, Zeng, Hua-Jun, Chen, Zheng, Zhang, Benyu. Advertising keyword cross-selling 2007 20070143176
  5. Nong, Shuzhen, Li, Ying, Najm, Tarek, Li, Li, Zeng, Hua-Jun, Chen, Zheng, Zhang, Benyu. Advertising keyword cross-selling 2007 WO2007070199
  6. Li, Li, Najm, Tarek, Li, Ying, Chen, Zheng, Zeng, Hua-Jun, Tang, Ke, Yang, Zhifeng, Zeng, Fengping, Wang, Xianfang, Dai, Xiaofeng, Zhang, Benyu, Wang, Jian. Advertising service based on content and user log mining 2007 20070219955
  7. Zeng, Hua-Jun, Sun, Jian-Tao, Ma, Wei-Ying, Chen, Zheng, Zhang, Benyu. Augmenting user, query, and document triplets using singular value decomposition 2007 20070055646
  8. Lin, Chenxi, Xue, Gui-Rong, Zeng, Hua-Jun, Chen, Zheng, Zhang, Benyu, Wang, Jian. Cluster-based scalable collaborative filtering 2007 20070239554
  9. Lin, Chenxi, Xue, Gui-Rong, Zeng, Hua-Jun, Chen, Zheng, Zhang, Benyu, Wang, Jian. Collaborative filtering using cluster-based smoothing 2007 20070239553
  10. Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng, Ma, Wei-Ying, Hon, Hsiao-Wuen, Cook, Daniel B., Hirschler, Gabor, Fries, Karen, Samuelson, Kurt. Content propagation for enhanced document retrieval 2007 7305389
  11. Wang, Jian, Zeng, Fengping, Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng, Lin, Chenxi, Sun, Bing. Contextual title extraction 2007 20070005649
  12. Zhou, Ming, Zeng, Hua-Jun, Chen, Zheng, Lv, Yajuan, Zhang, Benyu, Li, Ying, Li, Li, Hartin, Jeffrey. Cross-language related keyword suggestion 2007 20070022134
  13. Zhang, Benyu, Xue, Gui-Rong, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Determining relevance using queries as surrogate content 2007 20070005588
  14. Liu, Ning, Zhang, Benyu, Yan, Jun, Chen, Zheng, Zeng, Hua-Jun, Wang, Jian. Document characterization using a tensor space model 2007 20070239643
  15. Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng, Ma, Wei-Ying, Hon, Hsiao-Wuen, Cook, Daniel B., Hirschler, Gabor, Fries, Karen, Samuelson, Kurt. Enhanced document retrieval 2007 7289985
  16. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng, Li, Hua. Evaluating and generating summaries using normalized probabilities 2007 20070061356
  17. Chen, Zheng, LI, LEI, Lin, Chenxi, LIU, QIAOLING, Wang, Jian, Zhang, Benyu. Extracting semantic attributes 2007 20070239697
  18. Nong, Shuzhen, Li, Ying, Najm, Tarek, Li, Li, Chen, Zheng, Zeng, Hua-Jun, Zhang, Benyu, LI, YIN, Carignan, Dean, Xu, Ying-Qing. Generation of contextual image-containing advertisements 2007 20070192164
  19. Wang, Min, Zhang, Benyu, Zeng, Hua-Jun, Wang, Jian, LIU, SHIGUANG, Chen, Zheng. Key phrase navigation map for document navigation 2007 20070219945
  20. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Xi, Wensi, Chen, Zheng. Method and system for ranking objects based on intra-type and inter-type relationships 2007 BRPI0503929
  21. Zhang, Benyu, Dai, Honghua, Zeng, Hua-Jun, QI, LI, Najm, Tarek, Mah, Teresa B., Shipunov, Vladimir, Li, Ying, Chen, Zheng. Predicting demographic attributes based on online behavior 2007 20070208728
  22. Lin, Chenxi, HAN, JIE, XUE, GUIRONG, Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng, Wang, Jian. Scalable probabilistic latent semantic analysis 2007 20070239431
  23. Chen, Zheng, LI, LEI, Lin, Chenxi, LIU, QIAOLING, Wang, Jian, Zhang, Benyu. System and method for exploring a semantic file network 2007 20070239792
  24. Zhuang, Dong, Zhang, Benyu, Chen, Zheng, Zeng, Hua-Jun, Wang, Jian. Text classification by weighted proximal support vector machine 2007 20070239638
  25. Zhang, Benyu, Zeng, Hua-Jun, Chen, Zheng, Ma, Wei-Ying, Li, Li, Li, Ying, Najm, Tarek. Verifying relevance between keywords and web site contents 2007 7260568
  26. Zhang, Benyu, Zeng, Fengping, Zeng, Hua-Jun, Li, Li, Ma, Wei-Ying, Li, Ying, Chen, Zheng, Najm, Tarek. Adpost: A centralized advertisement platform 2006 20060259356
  27. Zhang, Benyu, Cook, Daniel B., Hirschler, Gabor, Hon, Hsiao-Wuen, Zeng, Hua-Jun, Fries, Karen, Samuelson, Kurt, Ma, Wei-Ying, Chen, Zheng. Content propagation for enhanced document retrieval 2006 KR20060045743
  28. Wang, Jian, Zeng, Hua-Jun, Lin, Chenxi, Chen, Zheng, Zhang, Benyu, Sun, Bing. Dynamic personal homepage: Tracing web block 2006 20060271834
  29. Zhang, Benyu, Xue, Gui-Rong, Zeng, Hua-Jun, Ma, Wei-Ying, JIANG, XUE-MEI, Chen, Zheng. Method and system for adapting search results to personal information needs 2006 20060259480
  30. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for calculating document importance using document classifications 2006 20060004809
  31. Zhang, Benyu, Shen, Dou, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for classifying display pages using summaries 2006 KR20060047636
  32. Zhang, Benyu, Ma, Wei-Ying, Chen, Zheng, Zeng, Hua-Jun. Method and system for clustering using generalized sentence patterns 2006 20060004561
  33. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for detecting when an outgoing communication contains certain content 2006 EP1613020
  34. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for detecting when an outgoing communication contains certain content 2006 KR20060048686
  35. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for detecting when an outgoing communication contains certain content 2006 20060005247
  36. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng, Liu, Ning, Yan, Jun. Method and system for determining similarity of items based on similarity objects and their features 2006 20060112068
  37. Zhang, Benyu, Xue, Gui-Rong, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for determining similarity of objects based on heterogeneous relationships 2006 KR20060047858
  38. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for identifying an author of a paper 2006 20060059121
  39. Zhang, Benyu, Chen, Zheng, Zeng, Hua-Jun, Ma, Wei-Ying. Method and system for identifying questions within a discussion thread 2006 20060112036
  40. Zhang, Benyu, Zeng, Hua-Jun, Yan, Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for incrementally learning an adaptive subspace by optimizing the maximum margin criterion 2006 20060204081
  41. Zhang, Benyu, Ma, Wei-Ying, Xu, Gu, Gao, Hongbin, Chen, Zheng, Hinrichs, Randy, Zeng, Hua-Jun. Method and system for mining information based on relationships 2006 20060184481
  42. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for prioritizing communication on the basis of sentence classification 2006 JP20050251854
  43. Zeng, Hua-Jun, Chen, Zheng, Zhang, Benyu, Ma, Wei-Ying. Method and system for prioritizing communications based on interpersonal relationships 2006 20060026298
  44. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for prioritizing communications based on interpersonal relationships 2006 EP1622328
  45. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for prioritizing communications based on interpersonal relationships 2006 KR20060048943
  46. Chen, Zheng, Ma, Wei-Ying, Zeng, Hua-Jun, Zhang, Benyu. Method and system for prioritizing communications based on sentence classifications 2006 20060047497
  47. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for prioritizing communications based on sentence classifications 2006 EP1630699
  48. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for ranking documents of a search result to improve diversity and information richness 2006 KR20060047664
  49. Zhang, Benyu, Chen, Zheng, Xi, Wensi, Zeng, Hua-Jun, Ma, Wei-Ying. Method and system for ranking messages of discussion threads 2006 20060112392
  50. Zhang, Benyu, Ma, Wei-Ying, Chen, Zheng, Zeng, Hua-Jun, Shen, Dou. Method and system for summarizing a document 2006 20060036596
  51. Zhang, Benyu, Shen, Dou, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for summarizing a document 2006 EP1626356
  52. Zhang, Benyu, Shen, Dou, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for summarizing document 2006 JP20050235139
  53. Zhang, Benyu, Hirschler, Gabor, Li, Hang, Zeng, Hua-Jun, Wen, Ji-Rong, Samuelson, Kurt, Ma, Wei-Ying, Chen, Zheng. Mining service requests for product support 2006 KR20060045783
  54. Zhang, Benyu, Zeng, Fengping, Zeng, Hua-Jun, Li, Li, Najm, Tarek, Ma, Wei-Ying, Li, Ying, Chen, Zheng. Peer-to-peer advertisement platform 2006 20060282309
  55. Zeng, Hua-Jun, He, Qicai, Liu, Guimei, Chen, Zheng, Zhang, Benyu, Ma, Wei-Ying. Query-based snippet clustering for search result grouping 2006 20060026152
  56. Zhang, Benyu, Zeng, Hua-Jun, Li, Li, Najm, Tarek, Ma, Wei-Ying, Li, Ying, Chen, Zheng. Reinforced clustering of multi-type data objects for search term suggestion 2006 KR20060045782
  57. Zhang, Benyu, Zeng, Hua-Jun, Li, Li, Najm, Tarek, Ma, Wei-Ying, Li, Ying, Chen, Zheng. Related term suggestion for multi-sense query 2006 KR20060045770
  58. Mah, Teresa, Li, Ying, Zhang, Benyu. System and method for deriving and visualizing business intelligence data 2006 20060085434
  59. Zhang, Benyu, Mah, Teresa B., WANG, LEE, Richardson, Julie Hesseltine. System and method for interactively displaying multi-dimensional data 2006 20060262145
  60. Li, Ying, Li, Li, Najm, Tarek, Wang, Xianfang, Gao, Hongbin, Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng. System and method for utilizing the content of an online conversation to select advertising content and/or other relevant information for display 2006 20060259473
  61. Li, Ying, Li, Li, Najm, Tarek, Wang, Xianfang, Gao, Hongbin, Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng. System and method for utilizing the content of an online conversation to select advertising content and/or other relevant information for display 2006 WO2006124243
  62. Wang, Xianfang, Gao, Hongbin, Zeng, Hua-Jun, Chen, Zheng, Zhang, Benyu, Najm, Tarek, Li, Li, Li, Ying. System and method for utilizing the content of an online conversation to select advertising content and/or other relevant information for display 2006 CA2607596
  63. Li, Ying, Li, Li, Najm, Tarek, Gao, Hongbin, Zhang, Benyu, Wang, Xianfang, Seide, Frank T. B., Yu, Roger Peng, Zeng, Hua-Jun, Zhou, Jian-Lai, Chen, Zheng. System and method for utilizing the content of audio/video files to select advertising content for display 2006 20060212897
  64. Zhang, Benyu, Zeng, Hua-Jun, Li, Li, Najm, Tarek, Ma, Wei-Ying, Li, Ying, Chen, Zheng. Verifying relevance between keywords and web site contents 2006 KR20060045786
  65. Zhang, Benyu, XUE, GUIRONG, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Web page ranking with hierarchical consideration 2006 JP20050316607
  66. Zeng, Hua-Jun, Chen, Zheng, Zhang, Benyu, Ma, Wei-Ying, XUE, GUIRONG. Web page ranking with hierarchical considerations 2006 20060095430
  67. Zhang, Benyu, Xue, Gui-Rong, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Web page ranking with hierarchical considerations 2006 EP1653380
  68. Zeng, Hua-Jun, Wang, Xuanhui, Chen, Zheng, Zhang, Benyu, Ma, Wei-Ying. Clustering based text classification 2005 20050234955
  69. Zhang, Benyu, Cook, Daniel B., Hirschler, Gabor, Hon, Hsiao-Wuen, Zeng, Hua-Jun, Fries, Karen, Samuelson, Kurt, Ma, Wei-Ying, Chen, Zheng. Content propagation for enhanced document retrieval 2005 EP1587009
  70. Chen, Zheng, Shen, Dou, Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying. Method and system for classifying display pages using summaries 2005 20050246410
  71. Zhang, Benyu, Shen, Dou, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for classifying display pages using summaries 2005 EP1591924
  72. Zhang, Benyu, Xue, Gui-Rong, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for determining similarity of objects based on heterogeneous relationships 2005 EP1596314
  73. Zhang, Benyu, Chen, Zheng, Zeng, Hua-Jun, Ma, Wei-Ying. Method and system for ranking documents of a search result to improve diversity and information richness 2005 20050246328
  74. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Chen, Zheng. Method and system for ranking documents of a search result to improve diversity and information richness 2005 EP1591923
  75. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Xi, Wensi, Chen, Zheng. Method and system for ranking objects based on intra-type and inter-type relationships 2005 EP1596315
  76. Zhang, Benyu, Zeng, Hua-Jun, Ma, Wei-Ying, Xi, Wensi, Chen, Zheng. Method and system for ranking objects based on intra-type and inter-type relationships 2005 20050256832
  77. Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng, Wen, Ji-Rong, Li, Hang, Ma, Wei-Ying, Hirschler, Gabor, Samuelson, Kurt. Mining service requests for product support 2005 20050234973
  78. Zhang, Benyu, Hirschler, Gabor R., Li, Hang, Zeng, Hua-Jun, Wen, Ji-Rong, Samuelson, Kurt A., Ma, Wei-Ying, Chen, Zheng. Mining service requests for product support 2005 EP1596327
  79. Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng, Ma, Wei-Ying, Li, Li, Li, Ying, Najm, Tarek. Reinforced clustering of multi-type data objects for search term suggestion 2005 20050234972
  80. Zhang, Benyu, Zeng, Hua-Jun, Li, Li, Najm, Tarek, Ma, Wei-Ying, Li, Ying, Chen, Zheng. Reinforced clustering of multi-type data objects for search term suggestion 2005 EP1587012
  81. Zhang, Benyu, Zeng, Hua-Jun, Li, Li, Najm, Tarek, Ma, Wei-Ying, Li, Ying, Chen, Zheng. Related term suggestion for multi-sense queries 2005 EP1587011
  82. Zeng, Hua-Jun, Zhang, Benyu, Chen, Zheng, Ma, Wei-Ying, Li, Li, Li, Ying, Najm, Tarek. Term suggestion for multi-sense query 2005 20050234879
  83. Zhang, Benyu, Zeng, Hua-Jun, Li, Li, Najm, Tarek, Ma, Wei-Ying, Li, Ying, Chen, Zheng. Verifying relevance between keywords and web site contents 2005 EP1587010

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