Chengxiang Zhai

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Chengxiang Zhai

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  • 2009

    Assured information sharing life cycle

    Finin, T., Joshi, A., Kargupta, H., Yesha, Y., Sachs, J., Bertino, E., Ninghui, L., Clifton, C., Spafford, G., Thuraisingham, B., Kantarcioglu, M., Bensoussan, A., Berg, N., Khan, L., Jiawei, H., Zhai, C. X., Sandhu, R., Shouhuai, X., Massaro, J. & Adamic, L., 2009, 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009. p. 307-309 3 p. 5137331. (2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A study of term proximity and document weighting normalization in Pseudo Relevance Feedback - UIUC at TREC 2009 Million Query Track

    Lv, Y., He, J., Vinod Vydiswaran, V. G., Ganesan, K. & Zhai, C. X., 2009, In: NIST Special Publication.

    Research output: Contribution to journal › Conference article › peer-review

  • Beyond hyperlinks: Organizing information footprints in search logs to support effective browsing

    Wang, X., Tan, B., Shakery, A. & Zhai, C., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 1237-1246 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Constrained multi-aspect expertise matching for committee review assignment

    Karimzadehgan, M. & Zhai, C. X., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 1697-1700 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Evaluation of methods for relative comparison of retrieval systems based on clickthroughs

    He, J., Zhai, C. & Li, X., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 2029-2032 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Finding related entities by retrieving relations: UIUC at TREC 2009 Entity Track

    Vinod Vydiswaran, V. G., Ganesan, K., Lv, Y., He, J. & Zhai, C., 2009, In: NIST Special Publication.

    Research output: Contribution to journal › Conference article › peer-review

  • Generating comparative summaries of contradictory opinions in text

    Kim, H. D. & Zhai, C. X., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 385-393 9 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • INextCube: Information networkenhanced text cube

    Yu, Y., Lin, C. X., Sun, Y., Chen, C., Han, J., Liao, B., Wu, T., Zhai, C., Zhang, D. & Zhao, B., Aug 2009, In: Proceedings of the VLDB Endowment. 2, 2, p. 1622-1625 4 p.

    Research output: Contribution to journal › Article › peer-review

  • Inference of gene pathways using mixture Bayesian networks

    Ko, Y., Zhai, C. X. & Rodriguez-Zas, S., May 19 2009, In: BMC Systems Biology. 3, 54.

    Research output: Contribution to journal › Article › peer-review

  • Massive implicit feedback: Organizing Search logs into topic maps for collaborative surfing

    Wang, X. & Zhai, C. X., 2009, In: CEUR Workshop Proceedings. 512, p. 53-54 2 p.

    Research output: Contribution to journal › Conference article › peer-review

  • Parallel PathFinder algorithms for mining structures from graphs

    Hauguel, S., Zhai, C. X. & Han, J., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 812-817 6 p. 5360316. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Positional language models for information retrieval

    Lv, Y. & Zhai, C., 2009, Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009. p. 299-306 8 p. (Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Preface from the Program Committee Chairs

    Sanderson, M., Zhai, C. X. & Zobel, J., 2009, Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009. p. iv (Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Rated aspect summarization of short comments

    Lu, Y., Zhai, C. X. & Sundaresan, N., 2009, WWW'09 - Proceedings of the 18th International World Wide Web Conference. p. 131-140 10 p. (WWW'09 - Proceedings of the 18th International World Wide Web Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Statistical Language Models for Information Retrieval

    Zhai, C. X., 2009, In: Synthesis Lectures on Human Language Technologies. 1, 1, p. 1-141 141 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • Topic cube: Topic modeling for OLAP on multidimensional text databases

    Duo, Z., Chengxiang, Z. & Jiawei, H., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1117-1128 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Topic modeling for OLAP on multidimensional text databases: Topic cube and its applications

    Zhang, D., Zhai, C. X., Han, J., Srivastava, A. & Oza, N., 2009, In: Statistical Analysis and Data Mining. 2, 5-6, p. 378-395 18 p.

    Research output: Contribution to journal › Article › peer-review

  • 2008

    A general optimization framework for smoothing language models on graph structures

    Mei, Q., Zhang, D. & Zhai, C., 2008, ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings. p. 611-618 8 p. (ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A study of adaptive relevance feedback - UIUC TREC2008 relevance feedback experiments

    Lv, Y. & Zhai, C. X., 2008, In: NIST Special Publication.

    Research output: Contribution to journal › Conference article › peer-review

  • A study of methods for negative relevance feedback

    Wang, X., Fang, H. & Zhai, C. X., 2008, ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings. p. 219-226 8 p. (ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • DirichletRank: Solving the zero-one gap problem of PageRank

    Wang, X., Tao, T., Sun, J. T., Shakery, A. & Zhai, C., Mar 1 2008, In: ACM Transactions on Information Systems. 26, 2, 10.

    Research output: Contribution to journal › Article › peer-review

  • Generating impact-based summaries for scientific literature

    Mei, Q. & Zhai, C. X., 2008, ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. p. 816-824 9 p. (ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining multi-faceted overviews of arbitrary topics in a text collection

    Ling, X., Mei, Q., Zhai, C. & Schatz, B., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 497-505 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining term association patterns from search logs for effective query reformulation

    Wang, X. & Zhai, C. X., 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 479-488 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Modeling hidden topics on document manifold

    Cai, D., Mei, Q., Han, J. & Zhai, C., 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 911-920 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Multi-aspect expertise matching for review assignment

    Karimzadehgan, M., Zhai, C. X. & Belford, G., 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 1113-1122 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-label literature classification based on the Gene Ontology graph

    Jin, B., Muller, B., Zhai, C. & Lu, X., Dec 8 2008, In: BMC bioinformatics. 9, 525.

    Research output: Contribution to journal › Article › peer-review

  • Opinion integration through semi-supervised topic modeling

    Lu, Y. & Zhai, C., 2008, Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08. p. 121-130 10 p. (Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ranking database queries with user feedback: A neural network approach

    Agarwal, G., Mallick, N., Turuvekere, S. & Zhai, C., 2008, Database Systems for Advanced Applications - 13th International Conference, DASFAA 2008, Proceedings. p. 424-431 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4947 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Smoothing document language models with probabilistic term count propagation

    Shakery, A. & Zhai, C., Apr 2008, In: Information Retrieval. 11, 2, p. 139-164 26 p.

    Research output: Contribution to journal › Article › peer-review

  • Statistical language models for information retrieval a critical review

    Zhai, C. X., 2008, In: Foundations and Trends in Information Retrieval. 2, 3, p. 137-213 77 p.

    Research output: Contribution to journal › Review article › peer-review

  • Topic modeling with network regularization

    Mei, Q., Cai, D., Zhang, D. & Zhai, C. X., 2008, Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08. p. 101-110 10 p. (Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2007

    An empirical study of tokenization strategies for biomedical information retrieval

    Jiang, J. & Zhai, C., Oct 2007, In: Information Retrieval. 10, 4-5, p. 341-363 23 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • An exploration of proximity measures in information retrieval

    Tao, T. & Zhai, C., 2007, Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07. p. 295-302 8 p. (Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • A study of Poisson query generation model for information retrieval

    Mei, Q., Fang, H. & Zhai, C., 2007, Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07. p. 319-326 8 p. (Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A systematic exploration of the feature space for relation extraction

    Jiang, J. & Zhai, C. X., 2007, p. 113-120. 8 p.

    Research output: Contribution to conference › Paper › peer-review

  • Automatic labeling of multinomial topic models

    Mei, Q., Shen, X. & Zhai, C., 2007, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 490-499 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Collaborative wrapping: A turbo framework for Web data extraction

    Chuang, S. L., Chang, K. C. C. & Zhai, C. X., 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1261-1262 2 p. 4221778. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Context-aware wrapping: Synchronized data extraction

    Chuang, S. L., Chang, K. C. C. & Zhai, C. X., 2007, 33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings. Gehrke, J., Koch, C., Garofalakis, M., Aberer, K., Kanne, C.-C., Neuhold, E. J., Ganti, V., Klas, W., Chan, C.-Y., Srivastava, D., Florescu, D. & Deshpande, A. (eds.). Association for Computing Machinery, p. 699-710 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Generating gene summaries from biomedical literature: A study of semi-structured summarization

    Ling, X., Jiang, J., He, X., Mei, Q., Zhai, C. & Schatz, B., Nov 2007, In: Information Processing and Management. 43, 6, p. 1777-1791 15 p.

    Research output: Contribution to journal › Article › peer-review

  • Improve retrieval accuracy for difficult queries using negative feedback

    Wang, X., Fang, H. & Zhai, C., 2007, CIKM 2007 - Proceedings of the 16th ACM Conference on Information and Knowledge Management. p. 991-994 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Inference of gene pathways using Gaussian mixture models

    Ko, Y., Zhai, C. & Rodriguez-Zas, S. L., 2007, Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007. p. 362-367 6 p. 4413078. (Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Instance weighting for domain adaptation in NLP

    Jiang, J. & Zhai, C. X., 2007, ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics. p. 264-271 8 p. (ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Language models for genomics information retrieval: UIUC at TREC 2007 Genomics Track

    Lu, Y., Jiang, J., Ling, X., He, X. & Zhai, C., 2007, In: NIST Special Publication.

    Research output: Contribution to journal › Conference article › peer-review

  • Learn from web search logs to organize search results

    Wang, X. & Zhai, C., 2007, Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07. p. 87-94 8 p. (Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining correlated bursty topic patterns from coordinated text streams

    Wang, X., Zhai, C., Hu, X. & Sproat, R., 2007, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 784-793 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Preface from the program co-chairs

    Schultz, T., Stone, M. & Zhai, C. X., 2007, In: NAACL HLT 2007 - Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Main Conference. p. VII-VIII

    Research output: Contribution to journal › Editorial › peer-review

  • Probabilistic models for expert finding

    Fang, H. & Zhai, C. X., 2007, Advances in Information Retrieval - 29th European Conference on IR Research, ECIR 2007, Proceedings. Springer, p. 418-430 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4425 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Semantic annotation of frequent patterns

    Mei, Q., Xin, D., Cheng, H., Han, J. & Zhai, C., Dec 1 2007, In: ACM Transactions on Knowledge Discovery from Data. 1, 3, 11.

    Research output: Contribution to journal › Article › peer-review

  • Term feedback for information retrieval with language models

    Tan, B., Velivelli, A., Fang, H. & Zhai, C., 2007, Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07. p. 263-270 8 p. (Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR'07).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution