Zheng Chen

• Affiliations:

• Microsoft Research China, Beijing, China;Microsoft Research, Beijing, China;Microsoft Research Asia, Beijing, P. R. China, Shanghai JiaoTong University, Shanghai, P. R. China;Microsoft Resarch Asia, Beijing, China;microsoft research asia, Beijing, China

• Organizations:

• China Nat. Pet. Corp.;Shanghai Beiling Corp.;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;P. R. China and College of Science;Shanghai JiaoTong University;

• Fields:
• Web page experimental result search engine search result multimedia data clickthrough data training data commercial search engine web search proposed algorithm

• iFind: a web image search engine

  Zheng Chen;Liu Wenyin;Chunhui Hu;Mingjing Li;Hong-Jiang Zhang

  Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval

• Ubiquitous media agents for managing personal multimedia files

  Liu Wenyin;Zheng Chen;Fan Lin;Rui Yang;Mingjing Li;Hongjiang Zhang

  MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia

• A statistical correlation model for image retrieval

  Mingjing Li;Zheng Chen;Liu Wenyin;Hong-Jiang Zhang

  MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval

• Web mining for web image retrieval

  Zheng Chen;Liu Wenyin;Feng Zhang;Mingjing Li

  Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining

• A media agent for automatically building a personalized semantic index

  Liu Wenyin;Zheng Chen;Minjing Li;Hongjiang Zhang

  Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining

• Ranking user's relevance to a topic through link analysis on web logs

  Jidong Wang;Zheng Chen;Li Tao;Wei-Ying Ma;Liu Wenyin

  Proceedings of the 4th international workshop on Web information and data management

• User Intention Modeling in Web Applications Using Data Mining

  Zheng Chen;Fan Lin;Huan Liu;Yin Liu;Wei-Ying Ma;Liu Wenyin

  World Wide Web

• A Unified Framework for Web Link Analysis

  Zheng Chen;Li Tao;Jidong Wang;Liu Wenyin;Wei-Ying Ma

  WISE '02 Proceedings of the 3rd International Conference on Web Information Systems Engineering

• User Modeling for Efficient Use of Multimedia Files

  Fan Lin;Liu Wenyin;Zheng Chen;HongJiang Zhang;Long Tang

  PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

• A Unified Framework for Clustering Heterogeneous Web Objects

  Hua-Jun Zeng;Zheng Chen;Wei-Ying Ma

  WISE '02 Proceedings of the 3rd International Conference on Web Information Systems Engineering

• Relevance Feedback and Learning in Content-Based Image Search

  Hongjiang Zhang;Zheng Chen;Mingjing Li;Zhong Su

  World Wide Web

• Log Mining to Improve the Performance of Site Search

  Gui-Rong Xue;Hua-Jun Zeng;Zheng Chen;Wei-Ying Ma;Chao-Jun Lu

  WISEW '02 Proceedings of the Third International Conference on Web Information Systems Engineering (Workshops) - (WISEw'02)

• Building a web thesaurus from web link structure

  Zheng Chen;Shengping Liu;Liu Wenyin;Geguang Pu;Wei-Ying Ma

  Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

• Implicit link analysis for small web search

  Gui-Rong Xue;Hua-Jun Zeng;Zheng Chen;Wei-Ying Ma;Hong-Jiang Zhang;Chao-Jun Lu

  Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

• ReCoM: reinforcement clustering of multi-type interrelated data objects

  Jidong Wang;Huajun Zeng;Zheng Chen;Hongjun Lu;Li Tao;Wei-Ying Ma

  Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

• CBC: Clustering Based Text Classification Requiring Minimal Labeled Data

  Hua-Jun Zeng;Xuan-Hui Wang;Zheng Chen;Hongjun Lu;Wei-Ying Ma

  ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

• Ubiquitous media agents: a framework for managing personally accumulated multimedia files

  Liu Wenyin;Zheng Chen;Fan Lin;Hongjiang Zhang;Wei-Ying Ma

  Multimedia Systems

• Link fusion: a unified link analysis framework for multi-type interrelated data objects

  Wensi Xi;Benyu Zhang;Zheng Chen;Yizhou Lu;Shuicheng Yan;Wei-Ying Ma;Edward Allan Fox

  Proceedings of the 13th international conference on World Wide Web

• Learning to cluster web search results

  Hua-Jun Zeng;Qi-Cai He;Zheng Chen;Wei-Ying Ma;Jinwen Ma

  Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

• Web-page classification through summarization

  Dou Shen;Zheng Chen;Qiang Yang;Hua-Jun Zeng;Benyu Zhang;Yuchang Lu;Wei-Ying Ma

  Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

• The powerrank web link analysis algorithm

  Yizhou Lu;Benyu Zhang;Wensi Xi;Zheng Chen;Yi Liu;Michael R. Lyu;Wei-ying Ma

  Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters

• Affinity rank: a new scheme for efficient web search

  Y. Liu;B. Zhang;Z. Chen;M. R. Lyu;W. Ma

  Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters

• Similarity spreading: a unified framework for similarity calculation of interrelated objects

  Gui-Rong Xue;Hua-Jun Zeng;Zheng Chen;Wei-Ying Ma;Yong Yu

  Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters

• IMMC: incremental maximum margin criterion

  Jun Yan;Benyu Zhang;Shuicheng Yan;Qiang Yang;Hua Li;Zheng Chen;Wensi Xi;Weiguo Fan;Wei-Ying Ma;Qiansheng Cheng

  Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

• TSSP: A Reinforcement Algorithm to Find Related Papers

  Shen Huang;Gui-Rong Xue;Ben-Yu Zhang;Zheng Chen;Yong Yu;Wei-Ying Ma

  WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence

• GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification

  Jian-Tao Sun;Ben-Yu Zhang;Zheng Chen;Yu-Chang Lu;Chun-Yi Shi;Wei-Ying Ma

  WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence

• Optimizing web search using web click-through data

  Gui-Rong Xue;Hua-Jun Zeng;Zheng Chen;Yong Yu;Wei-Ying Ma;WenSi Xi;WeiGuo Fan

  Proceedings of the thirteenth ACM international conference on Information and knowledge management

• MRSSA: an iterative algorithm for similarity spreading over interrelated objects

  Gui-Rong Xue;Hua-Jun Zeng;Zheng Chen;Yong Yu;Wei-Ying Ma;WenSi Xi;Edward Fox

  Proceedings of the thirteenth ACM international conference on Information and knowledge management

• Web page clustering enhanced by summarization

  Xuanhui Wang;Dou Shen;Hua-Jun Zeng;Zheng Chen;Wei-Ying Ma

  Proceedings of the thirteenth ACM international conference on Information and knowledge management

• Learning similarity measures in non-orthogonal space

  Ning Liu;Benyu Zhang;Jun Yan;Qiang Yang;Shuicheng Yan;Zheng Chen;Fengshan Bai;Wei-Ying Ma

  Proceedings of the thirteenth ACM international conference on Information and knowledge management

• Improving Text Classification using Local Latent Semantic Indexing

  Tao Liu;Zheng Chen;Benyu Zhang;Wei-ying Ma;Gongyi Wu

  ICDM '04 Proceedings of the Fourth IEEE International Conference on Data Mining

• IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects

  Gui-Rong Xue;Dou Shen;Qiang Yang;Hua-Jun Zeng;Zheng Chen;Yong Yu;WenSi Xi;Wei-Ying Ma

  ICDM '04 Proceedings of the Fourth IEEE International Conference on Data Mining

• Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization

  Chenyong Hu;Benyu Zhang;Shuicheng Yan;Qiang Yang;Jun Yan;Zheng Chen;Wei-Ying Ma

  ICDM '04 Proceedings of the Fourth IEEE International Conference on Data Mining

• Supervised Latent Semantic Indexing for Document Categorization

  Jian-Tao Sun;Zheng Chen;Hua-Jun Zeng;Yu-Chang Lu;Chun-Yi Shi;Wei-Ying Ma

  ICDM '04 Proceedings of the Fourth IEEE International Conference on Data Mining

• CubeSVD: a novel approach to personalized Web search

  Jian-Tao Sun;Hua-Jun Zeng;Huan Liu;Yuchang Lu;Zheng Chen

  WWW '05 Proceedings of the 14th international conference on World Wide Web

• Finding group shilling in recommendation system

  Xue-Feng Su;Hua-Jun Zeng;Zheng Chen

  WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web

• An experimental study on large-scale web categorization

  Tie-Yan LIU;Yiming YANG;Hao WAN;Qian ZHOU;Bin GAO;Hua-Jun ZENG;Zheng CHEN;Wei-Ying MA

  WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web

• Site abstraction for rare category classification in large-scale web directory

  Tie-Yan LIU;Hao WAN;Tao QIN;Zheng CHEN;Yong REN;Wei-Ying MA

  WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web

• Scalable collaborative filtering using cluster-based smoothing

  Gui-Rong Xue;Chenxi Lin;Qiang Yang;WenSi Xi;Hua-Jun Zeng;Yong Yu;Zheng Chen

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• OCFS: optimal orthogonal centroid feature selection for text categorization

  Jun Yan;Ning Liu;Benyu Zhang;Shuicheng Yan;Zheng Chen;Qiansheng Cheng;Weiguo Fan;Wei-Ying Ma

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• SimFusion: measuring similarity using unified relationship matrix

  Wensi Xi;Edward A. Fox;Weiguo Fan;Benyu Zhang;Zheng Chen;Jun Yan;Dong Zhuang

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• Exploiting the hierarchical structure for link analysis

  Gui-Rong Xue;Qiang Yang;Hua-Jun Zeng;Yong Yu;Zheng Chen

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• Web-page summarization using clickthrough data

  Jian-Tao Sun;Dou Shen;Hua-Jun Zeng;Qiang Yang;Yuchang Lu;Zheng Chen

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• A study of relevance propagation for web search

  Tao Qin;Tie-Yan Liu;Xu-Dong Zhang;Zheng Chen;Wei-Ying Ma

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• Improving web search results using affinity graph

  Benyu Zhang;Hua Li;Yi Liu;Lei Ji;Wensi Xi;Weiguo Fan;Zheng Chen;Wei-Ying Ma

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• Support vector machines classification with a very large-scale taxonomy

  Tie-Yan Liu;Yiming Yang;Hao Wan;Hua-Jun Zeng;Zheng Chen;Wei-Ying Ma

  ACM SIGKDD Explorations Newsletter - Natural language processing and text mining

• Efficient Text Classification by Weighted Proximal SVM

  Dong Zhuang;Benyu Zhang;Qiang Yang;Jun Yan;Zheng Chen;Ying Chen

  ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

• Text Representation: From Vector to Tensor

  Ning Liu;Benyu Zhang;Jun Yan;Zheng Chen;Wenyin Liu;Fengshan Bai;Leefeng Chien

  ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

• Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing

  Jun Yan;Benyu Zhang;Ning Liu;Shuicheng Yan;Qiansheng Cheng;Weiguo Fan;Qiang Yang;Wensi Xi;Zheng Chen

  IEEE Transactions on Knowledge and Data Engineering

• Multitype Features Coselection for Web Document Clustering

  Shen Huang;Zheng Chen;Yong Yu;Wei-Ying Ma

  IEEE Transactions on Knowledge and Data Engineering

• Text Classification Improved through Automatically Extracted Sequences

  Dou Shen;Jian-Tao Sun;Qiang Yang;Hui Zhao;Zheng Chen

  ICDE '06 Proceedings of the 22nd International Conference on Data Engineering

• Reinforcing Web-object Categorization Through Interrelationships

  Gui-Rong Xue;Yong Yu;Dou Shen;Qiang Yang;Hua-Jun Zeng;Zheng Chen

  Data Mining and Knowledge Discovery

• Mining Adaptive Ratio Rules from Distributed Data Sources

  Jun Yan;Ning Liu;Qiang Yang;Benyu Zhang;Qiansheng Cheng;Zheng Chen

  Data Mining and Knowledge Discovery

• CWS: a comparative web search system

  Jian-Tao Sun;Xuanhui Wang;Dou Shen;Hua-Jun Zeng;Zheng Chen

  Proceedings of the 15th international conference on World Wide Web

• A comparison of implicit and explicit links for web page classification

  Dou Shen;Jian-Tao Sun;Qiang Yang;Zheng Chen

  Proceedings of the 15th international conference on World Wide Web

• Mining clickthrough data for collaborative web search

  Jian-Tao Sun;Xuanhui Wang;Dou Shen;Hua-Jun Zeng;Zheng Chen

  Proceedings of the 15th international conference on World Wide Web

• Thread detection in dynamic text message streams

  Dou Shen;Qiang Yang;Jian-Tao Sun;Zheng Chen

  SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

• Building bridges for web query classification

  Dou Shen;Jian-Tao Sun;Qiang Yang;Zheng Chen

  SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

• Latent semantic analysis for multiple-type interrelated data objects

  Xuanhui Wang;Jian-Tao Sun;Zheng Chen;ChengXiang Zhai

  SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

• Text classification improved through multigram models

  Dou Shen;Jian-Tao Sun;Qiang Yang;Zheng Chen

  CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management

• Diverse Topic Phrase Extraction through Latent Semantic Analysis

  Jilin Chen;Jun Yan;Benyu Zhang;Qiang Yang;Zheng Chen

  ICDM '06 Proceedings of the Sixth International Conference on Data Mining

• Adding Semantics to Email Clustering

  Hua Li;Dou Shen;Benyu Zhang;Zheng Chen;Qiang Yang

  ICDM '06 Proceedings of the Sixth International Conference on Data Mining

• Similarity of Temporal Query Logs Based on ARIMA Model

  Ning Liu;Shuzhen Nong;Jun Yan;Benyu Zhang;Zheng Chen;Ying Li

  ICDM '06 Proceedings of the Sixth International Conference on Data Mining

• Subjectivity Categorization of Weblog with Part-of-Speech Based Smoothing

  Shen Huang;Jian-Tao Sun;Xuanhui Wang;Hua-Jun Zeng;Zheng Chen

  ICDM '06 Proceedings of the Sixth International Conference on Data Mining

• Latent Friend Mining from Blog Data

  Dou Shen;Jian-Tao Sun;Qiang Yang;Zheng Chen

  ICDM '06 Proceedings of the Sixth International Conference on Data Mining

• A Novel Scalable Algorithm for Supervised Subspace Learning

  Jun Yan;Ning Liu;Benyu Zhang;Qiang Yang;Shuicheng Yan;Zheng Chen

  ICDM '06 Proceedings of the Sixth International Conference on Data Mining

• DCFLA: A distributed collaborative-filtering neighbor-locating algorithm

  Bo Xie;Peng Han;Fan Yang;Rui-Min Shen;Hua-Jun Zeng;Zheng Chen

  Information Sciences: an International Journal

• Learning quantifiable associations via principal sparse non-negative matrix factorization

  Chenyong Hu;Benyu Zhang;Yongji Wang;Shuicheng Yan;Zheng Chen;Qing Wang;Qiang Yang

  Intelligent Data Analysis

• Homepage live: automatic block tracing for web personalization

  Jie Han;Dingyi Han;Chenxi Lin;Hua-Jun Zeng;Zheng Chen;Yong Yu

  Proceedings of the 16th international conference on World Wide Web

• Demographic prediction based on user's browsing behavior

  Jian Hu;Hua-Jun Zeng;Hua Li;Cheng Niu;Zheng Chen

  Proceedings of the 16th international conference on World Wide Web

• Privacy-enhancing personalized web search

  Yabo Xu;Ke Wang;Benyu Zhang;Zheng Chen

  Proceedings of the 16th international conference on World Wide Web

• Causal relation of queries from temporal logs

  Yizhou Sun;Kunqing Xie;Ning Liu;Shuicheng Yan;Benyu Zhang;Zheng Chen

  Proceedings of the 16th international conference on World Wide Web

• Query topic detection for reformulation

  Xuefeng He;Jun Yan;Jinwen Ma;Ning Liu;Zheng Chen

  Proceedings of the 16th international conference on World Wide Web

• A novel clustering-based RSS aggregator

  Xin Li;Jun Yan;Zhihong Deng;Lei Ji;Weiguo Fan;Benyu Zhang;Zheng Chen

  Proceedings of the 16th international conference on World Wide Web

• Similarity of Temporal Query Logs Based on ARIMA Model

  Ning Liu;Shuzhen Nong;Jun Yan;Benyu Zhang;Zheng Chen;Ying Li

  ICDMW '06 Proceedings of the Sixth IEEE International Conference on Data Mining - Workshops

• Feature selection in a kernel space

  Bin Cao;Dou Shen;Jian-Tao Sun;Qiang Yang;Zheng Chen

  Proceedings of the 24th international conference on Machine learning

• Noise reduction through summarization for Web-page classification

  Dou Shen;Qiang Yang;Zheng Chen

  Information Processing and Management: an International Journal

• Shine: search heterogeneous interrelated entities

  Xuanhui Wang;Jian-Tao Sun;Zheng Chen

  Proceedings of the sixteenth ACM conference on Conference on information and knowledge management

• Finding keyword from online broadcasting content for targeted advertising

  Hua Li;Duo Zhang;Jian Hu;Hua-Jun Zeng;Zheng Chen

  Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising

• Enhancing text clustering by leveraging Wikipedia semantics

  Jian Hu;Lujun Fang;Yang Cao;Hua-Jun Zeng;Hua Li;Qiang Yang;Zheng Chen

  Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

• Web query translation via web log mining

  Rong Hu;Weizhu Chen;Peng Bai;Yansheng Lu;Zheng Chen;Qiang Yang

  Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

• Learning Bidirectional Similarity for Collaborative Filtering

  Bin Cao;Jian-Tao Sun;Jianmin Wu;Qiang Yang;Zheng Chen

  ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

• Improving Text Classification by Using Encyclopedia Knowledge

  Pu Wang;Jian Hu;Hua-Jun Zeng;Lijun Chen;Zheng Chen

  ICDM '07 Proceedings of the 2007 Seventh IEEE International Conference on Data Mining

• Document Transformation for Multi-label Feature Selection in Text Categorization

  Weizhu Chen;Jun Yan;Benyu Zhang;Zheng Chen;Qiang Yang

  ICDM '07 Proceedings of the 2007 Seventh IEEE International Conference on Data Mining

• Local Word Bag Model for Text Categorization

  Wen Pu;Ning Liu;Shuicheng Yan;Jun Yan;Kunqing Xie;Zheng Chen

  ICDM '07 Proceedings of the 2007 Seventh IEEE International Conference on Data Mining

• Web Query Prediction by Unifying Model

  Ning Liu;Jun Yan;Shuicheng Yan;Weiguo Fan;Zheng Chen

  ICDMW '08 Proceedings of the 2008 IEEE International Conference on Data Mining Workshops

• TransRank: A Novel Algorithm for Transfer of Rank Learning

  Depin Chen;Jun Yan;Gang Wang;Yan Xiong;Weiguo Fan;Zheng Chen

  ICDMW '08 Proceedings of the 2008 IEEE International Conference on Data Mining Workshops

• Learning the Latent Semantic Space for Ranking in Text Retrieval

  Jun Yan;Shuicheng Yan;Ning Liu;Zheng Chen

  ICDM '08 Proceedings of the 2008 Eighth IEEE International Conference on Data Mining

• TOFA: Trace Oriented Feature Analysis in Text Categorization

  Jun Yan;Ning Liu;Qiang Yang;Weiguo Fan;Zheng Chen

  ICDM '08 Proceedings of the 2008 Eighth IEEE International Conference on Data Mining

• How much can behavioral targeting help online advertising?

  Jun Yan;Ning Liu;Gang Wang;Wen Zhang;Yun Jiang;Zheng Chen

  Proceedings of the 18th international conference on World wide web

• Understanding user's query intent with wikipedia

  Jian Hu;Gang Wang;Fred Lochovsky;Jian-tao Sun;Zheng Chen

  Proceedings of the 18th international conference on World wide web

• Competitive analysis from click-through log

  Gang Wang;Jian Hu;Yunzhang Zhu;Hua Li;Zheng Chen

  Proceedings of the 18th international conference on World wide web

• A probabilistic model based approach for blended search

  Ning Liu;Jun Yan;Zheng Chen

  Proceedings of the 18th international conference on World wide web

• Mining multilingual topics from wikipedia

  Xiaochuan Ni;Jian-Tao Sun;Jian Hu;Zheng Chen

  Proceedings of the 18th international conference on World wide web

• Search result re-ranking based on gap between search queries and social tags

  Jun Yan;Ning Liu;Elaine Qing Chang;Lei Ji;Zheng Chen

  Proceedings of the 18th international conference on World wide web

• Identifying vertical search intention of query through social tagging propagation

  Ning Liu;Jun Yan;Weiguo Fan;Qiang Yang;Zheng Chen

  Proceedings of the 18th international conference on World wide web

• CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log

  Depin Chen;Ning Liu;Zhijun Yin;Yang Tong;Jun Yan;Zheng Chen

  PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

• An online blog reading system by topic clustering and personalized ranking

  Xin Li;Jun Yan;Weiguo Fan;Ning Liu;Shuicheng Yan;Zheng Chen

  ACM Transactions on Internet Technology (TOIT)

• Using Wikipedia knowledge to improve text classification

  Pu Wang;Jian Hu;Hua-Jun Zeng;Zheng Chen

  Knowledge and Information Systems

• Effective multi-label active learning for text classification

  Bishan Yang;Jian-Tao Sun;Tengjiao Wang;Zheng Chen

  Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

• Optimizing search engine revenue in sponsored search

  Yunzhang Zhu;Gang Wang;Junli Yang;Dakan Wang;Jun Yan;Jian Hu;Zheng Chen

  Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval

• Temporal query substitution for ad search

  Wen Zhang;Jun Yan;Shuicheng Yan;Ning Liu;Zheng Chen

  Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval

• A Markov chain model for integrating behavioral targeting into contextual advertising

  Ting Li;Ning Liu;Jun Yan;Gang Wang;Fengshan Bai;Zheng Chen

  Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising

• Probabilistic latent semantic user segmentation for behavioral targeted advertising

  Xiaohui Wu;Jun Yan;Ning Liu;Shuicheng Yan;Ying Chen;Zheng Chen

  Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising

• Revenue optimization with relevance constraint in sponsored search

  Yunzhang Zhu;Gang Wang;Junli Yang;Dakan Wang;Jun Yan;Zheng Chen

  Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising

• Mining web query hierarchies from clickthrough data

  Dou Shen;Min Qin;Weizhu Chen;Qiang Yang;Zheng Chen

  AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1

• Mining translations of web queries from web click-through data

  Rong Hu;Weizhu Chen;Jian Hu;Yansheng Lu;Zheng Chen;Qiang Yang

  AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2

• Detect and track latent factors with online nonnegative matrix factorization

  Bin Cao;Dou Shen;Jian-Tao Sun;Xuanhui Wang;Qiang Yang;Zheng Chen

  IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

• Document summarization using conditional random fields

  Dou Shen;Jian-Tao Sun;Hua Li;Qiang Yang;Zheng Chen

  IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

• A general magnitude-preserving boosting algorithm for search ranking

  Chenguang Zhu;Weizhu Chen;Zeyuan Allen Zhu;Gang Wang;Dong Wang;Zheng Chen

  Proceedings of the 18th ACM conference on Information and knowledge management

• PQC: personalized query classification

  Bin Cao;Jian-Tao Sun;Evan Wei Xiang;Derek Hao Hu;Qiang Yang;Zheng Chen

  Proceedings of the 18th ACM conference on Information and knowledge management

• ExSearch: a novel vertical search engine for online barter business

  Lei Ji;Jun Yan;Ning Liu;Wen Zhang;Weiguo Fan;Zheng Chen

  Proceedings of the 18th ACM conference on Information and knowledge management

• Exploiting term relationship to boost text classification

  Dou Shen;Jianmin Wu;Bin Cao;Jian-Tao Sun;Qiang Yang;Zheng Chen;Ying Li

  Proceedings of the 18th ACM conference on Information and knowledge management

• To divide and conquer search ranking by learning query difficulty

  Zeyuan Allen Zhu;Weizhu Chen;Tao Wan;Chenguang Zhu;Gang Wang;Zheng Chen

  Proceedings of the 18th ACM conference on Information and knowledge management

• Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework

  Jun Yan;Ning Liu;Shuicheng Yan;Qiang Yang;Zheng Chen

  ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining

• Inverse Time Dependency in Convex Regularized Learning

  Zeyuan Allen Zhu;Weizhu Chen;Chenguang Zhu;Gang Wang;Haixun Wang;Zheng Chen

  ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining

• P-packSVM: Parallel Primal grAdient desCent Kernel SVM

  Zeyuan Allen Zhu;Weizhu Chen;Gang Wang;Chenguang Zhu;Zheng Chen

  ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining

• Context-Aware Online Commercial Intention Detection

  Derek Hao Hu;Dou Shen;Jian-Tao Sun;Qiang Yang;Zheng Chen

  ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning

• A novel click model and its applications to online advertising

  Zeyuan Allen Zhu;Weizhu Chen;Tom Minka;Chenguang Zhu;Zheng Chen

  Proceedings of the third ACM international conference on Web search and data mining

• Cross-domain sentiment classification via spectral feature alignment

  Sinno Jialin Pan;Xiaochuan Ni;Jian-Tao Sun;Qiang Yang;Zheng Chen

  Proceedings of the 19th international conference on World wide web

• Transfer learning for behavioral targeting

  Tianqi Chen;Jun Yan;Guirong Xue;Zheng Chen

  Proceedings of the 19th international conference on World wide web

• Co-optimization of multiple relevance metrics in web search

  Dong Wang;Chenguang Zhu;Weizhu Chen;Gang Wang;Zheng Chen

  Proceedings of the 19th international conference on World wide web

• Knowledge transfer for cross domain learning to rank

  Depin Chen;Yan Xiong;Jun Yan;Gui-Rong Xue;Gang Wang;Zheng Chen

  Information Retrieval

• Incorporating post-click behaviors into a click model

  Feimin Zhong;Dong Wang;Gang Wang;Weizhu Chen;Yuchen Zhang;Zheng Chen;Haixun Wang

  Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval

• Learning to rank audience for behavioral targeting

  Ning Liu;Jun Yan;Dou Shen;Depin Chen;Zheng Chen;Ying Li

  Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval

• Using search session context for named entity recognition in query

  Junwu Du;Zhimin Zhang;Jun Yan;Yan Cui;Zheng Chen

  Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval

• A co-learning framework for learning user search intents from rule-generated training data

  Jun Yan;Zeyu Zheng;Li Jiang;Yan Li;Shuicheng Yan;Zheng Chen

  Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval

• Quantum Path Integral Inspired Query Sequence Suggestion for User Search Task Simplification

  Baojun Yue;Jun Yan;Heng Liang;Ning Liu;Lei Ji;Fengshan Bai;Zheng Chen

  ICDMW '10 Proceedings of the 2010 IEEE International Conference on Data Mining Workshops

• A Novel Contrast Co-learning Framework for Generating High Quality Training Data

  Zeyu Zheng;Jun Yan;Shuicheng Yan;Ning Liu;Zheng Chen;Ming Zhang

  ICDM '10 Proceedings of the 2010 IEEE International Conference on Data Mining

• Cross lingual text classification by mining multilingual topics from wikipedia

  Xiaochuan Ni;Jian-Tao Sun;Jian Hu;Zheng Chen

  Proceedings of the fourth ACM international conference on Web search and data mining

• Is pay-per-click efficient?: an empirical analysis of click values

  Dakan Wang;Gang Wang;Pinyan Lu;Yajun Wang;Zheng Chen;Botao Hu

  Proceedings of the 20th international conference companion on World wide web

• Sparse hidden-dynamics conditional random fields for user intent understanding

  Yelong Shen;Jun Yan;Shuicheng Yan;Lei Ji;Ning Liu;Zheng Chen

  Proceedings of the 20th international conference on World wide web

• Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization

  Bin Cao;Qiang Yang;Jian-Tao Sun;Zheng Chen

  Data Mining and Knowledge Discovery

• Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction

  Jun Yan;Ning Liu;Shuicheng Yan;Qiang Yang;Weiguo Fan;Wei Wei;Zheng Chen

  IEEE Transactions on Knowledge and Data Engineering

• Learning search tasks in queries and web pages via graph regularization

  Ming Ji;Jun Yan;Siyu Gu;Jiawei Han;Xiaofei He;Wei Vivian Zhang;Zheng Chen

  Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval

• Unsupervised transactional query classification based on webpage form understanding

  Yuchen Liu;Xiaochuan Ni;Jian-Tao Sun;Zheng Chen

  Proceedings of the 20th ACM international conference on Information and knowledge management

• Multi-view random walk framework for search task discovery from click-through log

  Jianwei Cui;Hongyan Liu;Jun Yan;Lei Ji;Ruoming Jin;Jun He;Yingqin Gu;Zheng Chen;Xiaoyong Du

  Proceedings of the 20th ACM international conference on Information and knowledge management

• Extract knowledge from semi-structured websites for search task simplification

  Yingqin Gu;Jun Yan;Hongyan Liu;Jun He;Lei Ji;Ning Liu;Zheng Chen

  Proceedings of the 20th ACM international conference on Information and knowledge management

• Representing document as dependency graph for document clustering

  Yujing Wang;Xiaochuan Ni;Jian-Tao Sun;Yunhai Tong;Zheng Chen

  Proceedings of the 20th ACM international conference on Information and knowledge management

• Online supervised learning for digital library

  Ning Liu;Benyu Zhang;Jun Yan;Wensi Xi;Shuicheng Yan;Zheng Chen;Fengshan Bai;Wei-Ying Ma

  ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization

• A similarity reinforcement algorithm for heterogeneous web pages

  Ning Liu;Jun Yan;Fengshan Bai;Benyu Zhang;Wensi Xi;Weiguo Fan;Zheng Chen;Lei Ji;Chenyong Hu;Wei-Ying Ma

  APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development

• Supervised semi-definite embedding for email data cleaning and visualization

  Ning Liu;Fengshan Bai;Jun Yan;Benyu Zhang;Zheng Chen;Wei-Ying Ma

  APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development

• KNM: a novel intelligent user interface for webpage navigation

  Shiguang Liu;Hua-Jun Zeng;Zheng Chen;Chuangbai Xiao;Wei-Ying Ma

  AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology

• Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log

  Siyu Gu;Jun Yan;Lei Ji;Shuicheng Yan;Junshi Huang;Ning Liu;Ying Chen;Zheng Chen

  ICDM '11 Proceedings of the 2011 IEEE 11th International Conference on Data Mining

• A noise-aware click model for web search

  Weizhu Chen;Dong Wang;Yuchen Zhang;Zheng Chen;Adish Singla;Qiang Yang

  Proceedings of the fifth ACM international conference on Web search and data mining

• Beyond ten blue links: enabling user click modeling in federated web search

  Danqi Chen;Weizhu Chen;Haixun Wang;Zheng Chen;Qiang Yang

  Proceedings of the fifth ACM international conference on Web search and data mining

• Efficient pagerank with same out-link groups

  Yizhou Lu;Xuezheng Liu;Hua Li;Benyu Zhang;Wensi Xi;Zheng Chen;Shuicheng Yan;Wei-Ying Ma

  AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology

• A scalable supervised algorithm for dimensionality reduction on streaming data

  Jun Yan;Benyu Zhang;Shuicheng Yan;Ning Liu;Qiang Yang;Qiansheng Cheng;Hua Li;Zheng Chen;Wei-Ying Ma

  Information Sciences: an International Journal

• A conversation with MSRA researchers

  Wei-Ying Ma;Tie-Yan Liu;Ji-Rong Wen;Zheng Chen;Zaiqing Nie;Xing Xie;Hang Li;Haixun Wang;Yu Zheng

  ACM SIGKDD Explorations Newsletter

• Multi-objective optimization for sponsored search

  Yilei Wang;Bingzheng Wei;Jun Yan;Zheng Chen;Qiao Du

  Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy

• A novel local patch framework for fixing supervised learning models

  Yilei Wang;Bingzheng Wei;Jun Yan;Yang Hu;Zhi-Hong Deng;Zheng Chen

  Proceedings of the 21st ACM international conference on Information and knowledge management

• Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts

  Xiang Ren;Yujing Wang;Xiao Yu;Jun Yan;Zheng Chen;Jiawei Han

  Proceedings of the 7th ACM international conference on Web search and data mining