Ning Liu

Affiliations:
  • Microsoft Research Asia, Beijing, China


According to our database1, Ning Liu authored at least 42 papers between 2004 and 2013.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2013
Learning open-domain comparable entity graphs from user search queries.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Learning to Extract Entity Uniqueness from Web for Helping User Decision Making.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

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

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

Learning to rank audience for behavioral targeting in display ads.
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

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

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

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

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

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

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

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

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

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

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

2007
Causal relation of queries from temporal logs.
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

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

2006
Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing.
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

An Effective System for Optical Microscopy Cell Image Segmentation, Tracking and Cell Phase Identification.
Proceedings of the International Conference on Image Processing, 2006

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

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

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

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

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


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