Zheng Chen

According to our database1, Zheng Chen authored at least 173 papers between 2001 and 2016.

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Bibliography

2016
Entity Disambiguation by Knowledge and Text Jointly Embedding.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

2015
Aligning Knowledge and Text Embeddings by Entity Descriptions.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Contextual Text Understanding in Distributional Semantic Space.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Maximin Separation Probability Clustering.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Web Information at Your Fingertips: Paper as an Interaction Metaphor.
IEEE Computer, 2014

Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Knowledge Graph and Text Jointly Embedding.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Knowledge Graph Embedding by Translating on Hyperplanes.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Sentiment Topic Model with Decomposed Prior.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Structured Output Learning with Candidate Labels for Local Parts.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Towards Accurate Distant Supervision for Relational Facts Extraction.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

A Hierarchical Aspect-Sentiment Model for Online Reviews.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
A noise-aware click model for web search.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Beyond ten blue links: enabling user click modeling in federated web search.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

A novel local patch framework for fixing supervised learning models.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction.
IEEE Trans. Knowl. Data Eng., 2011

A conversation with MSRA researchers.
SIGKDD Explorations, 2011

Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization.
Data Min. Knowl. Discov., 2011

Is pay-per-click efficient?: an empirical analysis of click values.
Proceedings of the 20th International Conference on World Wide Web, 2011

Sparse hidden-dynamics conditional random fields for user intent understanding.
Proceedings of the 20th International Conference on World Wide Web, 2011

Cross lingual text classification by mining multilingual topics from wikipedia.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Learning search tasks in queries and web pages via graph regularization.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Representing document as dependency graph for document clustering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Unsupervised transactional query classification based on webpage form understanding.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Extract knowledge from semi-structured websites for search task simplification.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Multi-view random walk framework for search task discovery from click-through log.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Collaborative Users' Brand Preference Mining across Multiple Domains from Implicit Feedbacks.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Knowledge transfer for cross domain learning to rank.
Inf. Retr., 2010

Co-optimization of multiple relevance metrics in web search.
Proceedings of the 19th International Conference on World Wide Web, 2010

Cross-domain sentiment classification via spectral feature alignment.
Proceedings of the 19th International Conference on World Wide Web, 2010

Transfer learning for behavioral targeting.
Proceedings of the 19th International Conference on World Wide Web, 2010

A novel click model and its applications to online advertising.
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Incorporating post-click behaviors into a click model.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

A co-learning framework for learning user search intents from rule-generated training data.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Learning to rank audience for behavioral targeting.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Using search session context for named entity recognition in query.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

A Novel Contrast Co-learning Framework for Generating High Quality Training Data.
Proceedings of the ICDM 2010, 2010

Quantum Path Integral Inspired Query Sequence Suggestion for User Search Task Simplification.
Proceedings of the ICDMW 2010, 2010

2009
An online blog reading system by topic clustering and personalized ranking.
ACM Trans. Internet Techn., 2009

Using Wikipedia knowledge to improve text classification.
Knowl. Inf. Syst., 2009

How much can behavioral targeting help online advertising?
Proceedings of the 18th International Conference on World Wide Web, 2009

Search result re-ranking based on gap between search queries and social tags.
Proceedings of the 18th International Conference on World Wide Web, 2009

Competitive analysis from click-through log.
Proceedings of the 18th International Conference on World Wide Web, 2009

Mining multilingual topics from wikipedia.
Proceedings of the 18th International Conference on World Wide Web, 2009

Identifying vertical search intention of query through social tagging propagation.
Proceedings of the 18th International Conference on World Wide Web, 2009

A probabilistic model based approach for blended search.
Proceedings of the 18th International Conference on World Wide Web, 2009

Understanding user's query intent with wikipedia.
Proceedings of the 18th International Conference on World Wide Web, 2009

Optimizing search engine revenue in sponsored search.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Temporal query substitution for ad search.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Straightforward Feature Selection for Scalable Latent Semantic Indexing.
Proceedings of the SIAM International Conference on Data Mining, 2009

CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Revenue optimization with relevance constraint in sponsored search.
Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009

Effective multi-label active learning for text classification.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Probabilistic latent semantic user segmentation for behavioral targeted advertising.
Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009

A Markov chain model for integrating behavioral targeting into contextual advertising.
Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009

Inverse Time Dependency in Convex Regularized Learning.
Proceedings of the ICDM 2009, 2009

P-packSVM: Parallel Primal grAdient desCent Kernel SVM.
Proceedings of the ICDM 2009, 2009

Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework.
Proceedings of the ICDM 2009, 2009

A general magnitude-preserving boosting algorithm for search ranking.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

To divide and conquer search ranking by learning query difficulty.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Exploiting term relationship to boost text classification.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

ExSearch: a novel vertical search engine for online barter business.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

PQC: personalized query classification.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Context-Aware Online Commercial Intention Detection.
Proceedings of the Advances in Machine Learning, 2009

2008
Enhancing text clustering by leveraging Wikipedia semantics.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Web query translation via web log mining.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Learning Bidirectional Similarity for Collaborative Filtering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Learning the Latent Semantic Space for Ranking in Text Retrieval.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

TOFA: Trace Oriented Feature Analysis in Text Categorization.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Web Query Prediction by Unifying Model.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

TransRank: A Novel Algorithm for Transfer of Rank Learning.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Mining Translations of Web Queries from Web Click-through Data.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
DCFLA: A distributed collaborative-filtering neighbor-locating algorithm.
Inf. Sci., 2007

Noise reduction through summarization for Web-page classification.
Inf. Process. Manage., 2007

Privacy-enhancing personalized web search.
Proceedings of the 16th International Conference on World Wide Web, 2007

Causal relation of queries from temporal logs.
Proceedings of the 16th International Conference on World Wide Web, 2007

A novel clustering-based RSS aggregator.
Proceedings of the 16th International Conference on World Wide Web, 2007

Demographic prediction based on user's browsing behavior.
Proceedings of the 16th International Conference on World Wide Web, 2007

Query topic detection for reformulation.
Proceedings of the 16th International Conference on World Wide Web, 2007

Homepage live: automatic block tracing for web personalization.
Proceedings of the 16th International Conference on World Wide Web, 2007

Document Summarization Using Conditional Random Fields.
Proceedings of the IJCAI 2007, 2007

Detect and Track Latent Factors with Online Nonnegative Matrix Factorization.
Proceedings of the IJCAI 2007, 2007

Feature selection in a kernel space.
Proceedings of the Machine Learning, 2007

Improving Text Classification by Using Encyclopedia Knowledge.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Local Word Bag Model for Text Categorization.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Document Transformation for Multi-label Feature Selection in Text Categorization.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Shine: search heterogeneous interrelated entities.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Mining Web Query Hierarchies from Clickthrough Data.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
TSSP: Multi-features based reinforcement algorithm to find related papers.
Web Intelligence and Agent Systems, 2006

Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing.
IEEE Trans. Knowl. Data Eng., 2006

Multitype Features Coselection for Web Document Clustering.
IEEE Trans. Knowl. Data Eng., 2006

A scalable supervised algorithm for dimensionality reduction on streaming data.
Inf. Sci., 2006

Mining Adaptive Ratio Rules from Distributed Data Sources.
Data Min. Knowl. Discov., 2006

Reinforcing Web-object Categorization Through Interrelationships.
Data Min. Knowl. Discov., 2006

Mining clickthrough data for collaborative web search.
Proceedings of the 15th international conference on World Wide Web, 2006

CWS: a comparative web search system.
Proceedings of the 15th international conference on World Wide Web, 2006

A comparison of implicit and explicit links for web page classification.
Proceedings of the 15th international conference on World Wide Web, 2006

Latent semantic analysis for multiple-type interrelated data objects.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Thread detection in dynamic text message streams.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Building bridges for web query classification.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A Novel Scalable Algorithm for Supervised Subspace Learning.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Latent Friend Mining from Blog Data.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Similarity of Temporal Query Logs Based on ARIMA Model.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Adding Semantics to Email Clustering.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Subjectivity Categorization of Weblog with Part-of-Speech Based Smoothing.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Diverse Topic Phrase Extraction through Latent Semantic Analysis.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Text Classification Improved through Automatically Extracted Sequences.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Text classification improved through multigram models.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Support vector machines classification with a very large-scale taxonomy.
SIGKDD Explorations, 2005

Learning quantifiable associations via principal sparse non-negative matrix factorization.
Intell. Data Anal., 2005

CubeSVD: a novel approach to personalized Web search.
Proceedings of the 14th international conference on World Wide Web, 2005

Finding group shilling in recommendation system.
Proceedings of the 14th international conference on World Wide Web, 2005

An experimental study on large-scale web categorization.
Proceedings of the 14th international conference on World Wide Web, 2005

Site abstraction for rare category classification in large-scale web directory.
Proceedings of the 14th international conference on World Wide Web, 2005

Improving web search results using affinity graph.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

OCFS: optimal orthogonal centroid feature selection for text categorization.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Exploiting the hierarchical structure for link analysis.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Scalable collaborative filtering using cluster-based smoothing.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

SimFusion: measuring similarity using unified relationship matrix.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Web-page summarization using clickthrough data.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

A study of relevance propagation for web search.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Supervised semi-definite embedding for image manifolds.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Efficient Text Classification by Weighted Proximal SVM.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Text Representation: From Vector to Tensor.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Similarity Reinforcement Algorithm for Heterogeneous Web Pages.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Supervised Semi-definite Embedding for Email Data Cleaning and Visualization.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

KNM: A Novel Intelligent User Interface for Webpage Navigation.
Proceedings of the Information Retrieval Technology, 2005

2004
Similarity spreading: a unified framework for similarity calculation of interrelated objects.
Proceedings of the 13th international conference on World Wide Web, 2004

Link fusion: a unified link analysis framework for multi-type interrelated data objects.
Proceedings of the 13th international conference on World Wide Web, 2004

The powerrank web link analysis algorithm.
Proceedings of the 13th international conference on World Wide Web, 2004

Affinity rank: a new scheme for efficient web search.
Proceedings of the 13th international conference on World Wide Web, 2004

Optimizing Web Search Using Spreading Activation on the Clickthrough Data.
Proceedings of the Web Information Systems, 2004

Exploiting PageRank at Different Block Level.
Proceedings of the Web Information Systems, 2004

Multi-type Features Based Web Document Clustering.
Proceedings of the Web Information Systems, 2004

GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

TSSP: A Reinforcement Algorithm to Find Related Papers.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Learning to cluster web search results.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Web-page classification through summarization.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

IMMC: incremental maximum margin criterion.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Supervised Latent Semantic Indexing for Document Categorization.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Improving Text Classification using Local Latent Semantic Indexing.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Online Supervised Learning for Digital Library.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

MRSSA: an iterative algorithm for similarity spreading over interrelated objects.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Optimizing web search using web click-through data.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Web page clustering enhanced by summarization.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Learning similarity measures in non-orthogonal space.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Efficient PageRank with Same Out-Link Groups.
Proceedings of the Information Retrieval Technology, Asia Information Retrieval Symposium, 2004

2003
Relevance Feedback and Learning in Content-Based Image Search.
World Wide Web, 2003

Ubiquitous media agents: a framework for managing personally accumulated multimedia files.
Multimedia Syst., 2003

User Access Pattern Enhanced Small Web Search.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Implicit link analysis for small web search.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

ReCoM: reinforcement clustering of multi-type interrelated data objects.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

Building a web thesaurus from web link structure.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

An Evaluation on Feature Selection for Text Clustering.
Proceedings of the Machine Learning, 2003

CBC: Clustering Based Text Classification Requiring Minimal Labeled Data.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2002
User Intention Modelling in Web Applications Using Data Mining.
World Wide Web, 2002

Statistical correlation analysis in image retrieval.
Pattern Recognition, 2002

A Unified Framework for Clustering Heterogeneous Web Objects.
Proceedings of the 3rd International Conference on Web Information Systems Engineering, 2002

Log Mining to Improve the Performance of Site Search.
Proceedings of the 3rd International Conference on Web Information Systems Engineering Workshops, 2002

A Unified Framework for Web Link Analysis.
Proceedings of the 3rd International Conference on Web Information Systems Engineering, 2002

Ranking user's relevance to a topic through link analysis on web logs.
Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002

A New Statistical Approach to Personal Name Extraction.
Proceedings of the Machine Learning, 2002

2001
A media agent for automatically building a personalized semantic index of Web media objects.
JASIST, 2001

Web mining for Web image retrieval.
JASIST, 2001

A Web Media Agent.
Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001

IFind: A Web Image Search Engine.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

User Modeling for Efficient Use of Multimedia Files.
Proceedings of the Advances in Multimedia Information Processing, 2001

Ubiquitous media agents for managing personal multimedia files.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

A statistical correlation model for image retrieval.
Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval, Ottawa, ON, Canada, September 30, 2001


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