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Selected Papers are in Bold |
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In Press |
Thomas Wu, Jordi Mondria, Yi Zhang, The Determinants of International Investment and Attention Allocation: Using Internet Search Query Data, Journal of International Economics Elsevier |
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2009 |
Yun Chi, Shenghuo Zhu, Hino K, Yihong Gong, Yi Zhang, iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data, IEEE Transactions on Multimedia 11/3, 372-382 |
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2008 |
Yi Zhang, Wei Xu, Fast Exact Maximum Likelihood Estimation for Mixture of Language Models, Information Processing and Management: an International Journal 44/3, 1076-1085, ELSEVIER |
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2008 |
Sung Kim, Jim Whitehead, Yi Zhang, Classifying Software Changes: Clean or Buggy?, IEEE Transactions on Software Engineering 34/2, 181-196, IEEE |
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2008 |
Yi Zhang, Complex Adaptive Filtering User Profile Using Graphical Models, Information Processing and Management: an International Journal 44/6, 1886-1900, ELSEVIER |
Book Chapters
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B3 |
2009 |
Moritz Stefaner, Sébastien Ferré, Saverio Perugini, Jonathan Koren, Yi Zhang, User Interface Design, In Giovanni Maria Sacco and Yannis Tzitzikas, editors, Dynamic Taxonomies and Faceted Search, Berlin Heidelberg, Springer, 75-112 |
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2009 |
Yi Zhang, Adaptive Information Filtering, In Mehran Sahami and Ashok Srivastava, editors, Text Mining: Classification, Clustering, and Applications, Chapman & Hall/CRC Press |
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B1 |
2003 |
Y. Zhang, J. Callan, An unbiased generative model for setting dissemination thresholds, In W. B. Croft and J. Lafferty, editors, Language Modeling for Information Retrieval, Kluwer Academic Publishers, pp. 189-218 |
Conference Proceedings
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C30 |
2012 |
Lanbo Zhang, Yi Zhang, Summarizing Highly Structured Documents for
Effective Search Interaction, To appear in proceedings of the 35th
ACM SIGIR Conference (full paper, 20%) |
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C29 |
2011 |
Jian Wang, Yi Zhang, Utilizing
Marginal Net Utility for Recommendation in E-commerce, In Proceedings of the 34th ACM SIGIR Conference
(Full paper, 19.8%) |
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C28 |
2011 |
Lanbo Zhang, Yi Zhang, Filtering Semi-Structured Documents Based on
Faceted Feedback, In Proceedings
of the 34th ACM SIGIR Conference (Full paper, 19.8%) |
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C27 |
2011 |
Hungyu
Lin, Yi Zhang, James Davis, Best Document
Selection Based on Approximate Utility Optimization, In Proceedings of the 34th ACM SIGIR Conference
(Poster, 32.5%) |
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C26 |
2011 |
Jie
Liu, Jimeng Chen, Yi Zhang, Yalou Huang, Learning Conditional Random Fields
with Latent Sparse Features for Acronym Expansion Finding. Proceedings of 20th
ACM Conference on Information and Knowledge Management (CIKM) |
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C25 |
2011 |
Qianli
Xing, Yi Zhang, Lanbo Zhang, On Bias Problem in Relevance Feedback.
Proceedings of 20th ACM Conference on Information and Knowledge
Management (CIKM, poster presentation). |
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C24 |
2010 |
Jie Liu, Kai Yu, Yi Zhang,
Yalou Huang: Training Conditional
Random Fields Using Transfer Learning for Gesture Recognition. Proceedings of IEEE International
Conference on Data Mining 2010 |
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2010 |
Lanbo
Zhang, Yi Zhang, Interactive User
Profile Initialization based on Faceted Feedback, Proceedings of the
33rd ACM SIGIR Conference, ACM 16.7% acceptance rate |
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2010 |
Lanbo
Zhang, Yi Zhang, Discriminative
Factored Prior Model for Personalized Content-Based Recommendation, Proceedings ACM CIKM Conference on
Information and Knowledge Management |
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2010 |
Sarah
Tyler, Jian Wang, Yi Zhang, Utilizing Refinding for Personalized Information
Retrieval, Proceedings of ACM CIKM
Conference on Information and Knowledge Management |
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2010 |
Shawn Wolf, Yi Zhang, Interaction and Personalization of Criteria in Recommender Systems. Proceedings of User Modeling, User Modeling, Adaptation and Personalization Conference, Springer 20+% acceptance rate [data] |
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2010 |
Yize Li, Yi Zhang, Jiazhong Nie, Bingqing Wang, Baoshi Yan, Fuliang Weng, Contextual Recommendation based on Text Mining, The 23rd International Conference on Computational Linguistic |
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2010 |
Xing Xing, Yi Zhang, Mei Han, Query Difficulty Prediction for Contextual Image Retrieval, European Conference on Information Retrieval, UK, presented as a poster (34% accepted, accepted as posters), |
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2009 |
Sarah Tyler, Shenghuo Zhu, Yun Chi, YI Zhang, Ordering Innovators and Laggards for Product Categorization and Recommendation, Proceedings of the third ACM conference on Recommender systems, ACM, 29-36 17% acceptance rate |
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2009 |
Shawn Wolf, Yi Zhang, User-Centric Multi-Criteria Information Retrieval, Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, ACM, 818-819 presented as a poster |
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2008 |
Qiaozhu Mei, Yi Zhang, Automatic Web Tagging and Person Tagging Using Language Models, Lecture Notes in Artificial Intelligence (The Fourth International Conference on Advanced Data Mining And Applications), Berlin / Heidelberg, Springer, 5139/2008, No 741-748 |
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2008 |
Sarah Tyler, Yi Zhang, Open Domain Recommendation: Social networks and collaborative filtering, Lecture Notes In Artificial Intelligence Proceedings of the 4th international conference on Advanced Data Mining and Applications, Springer, 5139, 330-341 |
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2008 |
Junhai Luo, Xue Liu, Yui Zhang, Danxia Ye, Zhong Xu, Fuzzy Trust Recommendation Based on Collaborative Filtering for Mobile Ad-hoc Networks, 33rd Annual IEEE Conference on Local Computer Networks |
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2008 |
Yun Chi and Shenghuo Zhu and Yihong Gong, Probabilistic Polyadic Factorization and Its Application to Personalized Recommendation, ACM 17th Conference on Information and Knowledge Management, ACM, 17% accepted |
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2008 |
Jonathan Koren, Yi Zhang, Personalized Interactive Faceted Search, Proceedings of the 17th International World Wide Web Conference, 11% accepted [data] |
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2007 |
Yi Zhang, Jonathan Koren, Efficient Bayesian Hierarchical User Modeling for Recommendation Systems, In Proceedings of the 30st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, New York, ACM, 47 - 54 17.5% accepted |
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2007 |
Yi
Zhang, Wei Xu, Fast Exact Maximum Likelihood Estimation for Mixture of
Language Models, poster, Proceedings of the 30st Annual International ACM SIGIR
Conference on Research and Development in Information Retrieval (2007) |
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2007 |
Zuobing
Xu, Ram Akella, Yi Zhang, Incorporating Diversity and Density in Active
Learning for Relevance Feedback, 22% accepted, Lecture Notes on Computer
Science (Proceedings of the European Conference on Information Retrieval),
Springer, New York, 22% accepted (2007) |
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2006 |
Philip
Zigoris, Yi Zhang, Bayesian Adaptive User
Profiling with Explicit & Implicit Feedback, ACM Fifteenth Conference
on Information and Knowledge Management, 15% accepted (2006) [data] |
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2006 |
A. Srivastava, R. Akella, V. Diev, S. Preethi, D. McIntosh, E. Pontikakis, Z. Xu, Y. Zhang, "Enabling the Discovery of Recurring Anomalies in Aerospace Problem Reports using High-Dimensional Clustering Techniques, IEEE Aerospace Conference, |
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2005 |
Y. Zhang, J. Callan, Combining Multiple Forms of Evidence while Filtering, In Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, Vancouver, 31.6% accepted |
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2004 |
Y. Zhang, Using Bayesian Priors to Combine Classifiers for Adaptive Filtering, In Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, United Kingdom, 22% accepted |
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2003 |
Y. Zhang, W. Xu, J. Callan, Exploration and Exploitation in Adaptive Filtering Based on Bayesian Active Learning, In Proceedings of the 20th International Conference on Machine Learning, 32% accepted |
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2002 |
Y. Zhang, J. Callan, T. Minka, Novelty and Redundancy Detection in Adaptive Filtering, In Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 20% accepted (Best Paper Award) [data] |
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2001 |
Y. Zhang, J. Callan, Maximum Likelihood Estimation for Filtering Thresholds, In Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 23% accepted |
Other Research Papers
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2009 |
[Workshop paper] Sarah Tyler, Yi Zhang, Exploring Collaborative Filtering for Sponsored Search, Information Retrieval and Advertising Workshop in ACM SIGIR, |
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2009 |
[Workshop paper] Jesse Kirchner, Justin Nuger, Yi Zhang An Extensible Crosslinguistic Readability Framework, Second Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora in ACL/IJCNLP Conference, Singapore, |
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2009 |
[Special Publication] Lanbo Zhang, Yi Zhang, Jadiel de Arma, Kai Yu UCSC at Relevance Feedback Track, Proceedings of the 17th Text REtrieval Conference (TREC), National Institute of Standard Technologies, |
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O11 |
2009 |
Ethan Zhang, Yi Zhang Standard Effectiveness Measures, Ling Liu, M. Tamer Özsu, Encyclopedia of Database Systems, Springer, 2776-2779 INVITED |
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2007 |
[Workshop] Ergin Elmacioglu, Min-Yen Kan, Dongwon Lee, Yi Zhang Web Based Linkage, Proceedings of Workshop on Web Information and Data Management, 25% accepted |
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O9 |
2007 |
[Invited Keynote Speech] Personalized Proactive Information Retrieval with Bayesian Graphical Models, INVITED |
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August 2007 |
[Workshop paper] Jonathan Koren, Yi Zhang, Sasha Ames, Carlos Maltzahn, Ethan Miller Searching and Navigating Petabyte Scale File Systems Based on Facets, Proceeding of 2007 ACM Petascale Data Storage Workshop (PDSW 07 at SuperComputing07), |
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2006 |
[Workshop Papers] P. Zigoris, D. Eads, Y. Zhang Unsupervised Learning of Tree Alignment Models for Information Extraction, In the Workshop on Mining Structured Data, IEEE International Conference on Data Mining, Hong Kong, |
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2006 |
[Workshop Papers] H. Jie, Y. Zhang "Personalized Faceted Query Expansion," In the Workshop on Faceted Search at ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, |
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2003 |
[Workshop Paper] B. Dom, I. Eiron, A. Cozzi, Y. Zhang "Graph-Based Ranking Algorithms for E-mail Expertise Analysis," In Data Mining and Knowledge Discovery Workshop in ACM SIGMOD Conference, |
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2002 |
[Special Publication] K. Collins-Thompson, P. Ogilvie, Y. Zhang, J. Callan "Information filtering, novelty detection, and named-page finding," Proceedings of the 2002 Text Retrieval Conference. |
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2002 |
[Workshop Paper] Y. Zhang, W. Xu, J. Callan "Exact Maximum Likelihood Estimation for Word Mixtures," In Text Learning Workshop in International Conference on Machine Language, |
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2001 |
[Special Publication] Y. Zhang, J. Callan "The bias problem and language models in adaptive filtering," In Proceedings of the 2001 Text Retrieval Conference. |
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2000 |
[Special Publication] Y. Zhang, J. Callan "Y Filter at TREC-9," In Proceedings of the 9th Text Retrieval Conference, |
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08/2005 |
[Ph.D. Dissertation] Y. Zhang "Bayesian Graphical Model for Adaptive Information Filtering, Ph.D. Dissertation, Carnegie Mellon University, |