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Jiawei Han

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  • Conference contribution

    Stream sequential pattern mining with precise error bounds

    Mendes, L. F., Ding, B. & Han, J., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 941-946 6 p. 4781205. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Subspace discovery for promotion: A cell clustering approach

    Wu, T. & Han, J., Nov 16 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 362-376 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5808 LNAI).

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

  • SumDoCs: Surrounding-aware unsupervised multi-document summarization

    Zhu, Q., Guo, F., Tian, J., Mao, Y. & Han, J., 2021, SIAM International Conference on Data Mining, SDM 2021. Siam Society, p. 477-485 9 p. (SIAM International Conference on Data Mining, SDM 2021).

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

  • SynSetExpan: An iterative framework for joint entity set expansion and synonym discovery

    Shen, J., Qiu, W., Shang, J., Vanni, M., Ren, X. & Han, J., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8292-8307 16 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

  • Task-guided pair embedding in heterogeneous network

    Park, C., Kim, D., Zhu, Q., Han, J. & Yu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 489-498 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names

    Shen, J., Qiu, W., Meng, Y., Shang, J., Ren, X. & Han, J., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4239-4249 11 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

  • TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters

    Lee, D., Shen, J., Kang, S., Yoon, S., Han, J. & Yu, H., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 2819-2829 11 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

  • TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations

    Jiang, M., Song, X., Zhang, J. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 925-934 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

  • TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network

    Shen, J., Shen, Z., Xiong, C., Wang, C., Wang, K. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 486-497 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

  • TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract)

    Yang, C., Zhang, J. & Han, J., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4859-4863 5 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • TaxoGen: Unsupervised topic taxonomy construction by adaptive term embedding and clustering

    Zhang, C., Tao, F., Chen, X., Shen, J., Jiang, M., Sadler, B., Vanni, M. & Han, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2701-2709 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

    Open Access

  • Temporal outlier detection in vehicle traffic data

    Li, X., Li, Z., Han, J. & Lee, J. G., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1319-1322 4 p. 4812530. (Proceedings - International Conference on Data Engineering).

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

  • Tensor Space Model for document analysis

    Cai, D., He, X. & Han, J., 2006, Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 625-626 2 p. (Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval; vol. 2006).

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

  • TEXplorer: Keyword-based object search and exploration in multidimensional text databases

    Zhao, B., Lin, X., Ding, B. & Han, J., 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1709-1718 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Text classification using label names only: A language model self-training approach

    Meng, Y., Zhang, Y., Huang, J., Xiong, C., Ji, H., Zhang, C. & Han, J., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 9006-9017 12 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

  • Text classification with heterogeneous information network kernels

    Wang, C., Song, Y., Li, H., Zhang, M. & Han, J., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. American Association for Artificial Intelligence (AAAI) Press, p. 2130-2136 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

  • Text cube: Computing IR measures for multidimensional text database analysis

    Lin, C. X., Ding, B., Han, J., Zhu, F. & Zhao, B., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 905-910 6 p. 4781199. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Textual Evidence Mining via Spherical Heterogeneous Information Network Embedding

    Wang, X., Zhang, Y., Chauhan, A., Li, Q. & Han, J., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 828-837 10 p. 9377958. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

  • The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction

    Li, M., Li, S., Wang, Z., Huang, L., Cho, K., Ji, H., Han, J. & Voss, C., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5203-5215 13 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • The joint inference of topic diffusion and evolution in social communities

    Lin, C. X., Mei, Q., Han, J., Jiang, Y. & Danilevsky, M., 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 378-387 10 p. 6137242. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • The multi-relational skyline operator

    Jin, W., Ester, M., Hu, Z. & Han, J., 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1276-1280 5 p. 4221782. (Proceedings - International Conference on Data Engineering).

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

  • The processing and evaluation of transitive closure queries

    Han, J., Qadah, G. & Chaou, C., 1988, Advances in Database Technology—EDBT 1988 - International Conference on Extending Database Technology, Proceedings. Ceri, S., Schmidt, J. W. & Missikoff, M. (eds.). Springer, p. 49-75 27 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 303 LNCS).

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

  • The sparse regression cube: A reliable modeling technique for open cyber-physical systems

    Ahmadi, H., Abdelzaher, T., Han, J., Pham, N. & Ganti, R. K., 2011, Proceedings - 2011 IEEE/ACM 2nd International Conference on Cyber-Physical Systems, ICCPS 2011. p. 87-96 10 p. 5945424. (Proceedings - 2011 IEEE/ACM 2nd International Conference on Cyber-Physical Systems, ICCPS 2011).

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

  • The wisdom of minority: Unsupervised slot filling validation based on multi-dimensional truth-finding

    Yu, D., Huang, H., Cassidy, T., Ji, H., Wang, C., Zhi, S., Han, J., Voss, C. & Magdon-Ismail, M., 2014, COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 1567-1578 12 p. (COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers).

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

  • The wisdom of social multimedia: Using Flickr for prediction and forecast

    Jin, X., Gallagher, A., Cao, L., Luo, J. & Han, J., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 1235-1244 10 p. (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference).

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

  • TopCells: Keyword-based search of top-k aggregated documents in text cube

    Ding, B., Zhao, B., Lin, C. X., Han, J. & Zhai, C., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 381-384 4 p. 5447838. (Proceedings - International Conference on Data Engineering).

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

  • Top down FP-growth for association rule mining

    Wang, K., Tang, L., Han, J. & Liu, J., 2002, Advances in Knowledge Discovery and Data Mining - 6th Pacific-Asia Conference, PAKDD 2002, Proceedings. Chen, M-S., Yu, P. S. & Liu, B. (eds.). Springer, p. 334-340 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2336).

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

  • Top-down mining of interesting patterns from very high dimensional data

    Liu, H., Han, J., Xin, D. & Shao, Z., Oct 17 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. 1 p. 1617482. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • 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 Discovery via Latent Space Clustering of Pretrained Language Model Representations

    Meng, Y., Zhang, Y., Huang, J., Zhang, Y. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 3143-3152 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

  • Topic initiator detection on the world wide web

    Jin, X., Spangler, S., Ma, R. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 481-490 10 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Top-K aggregation queries over large networks

    Yan, X., He, B., Zhu, F. & Han, J., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 377-380 4 p. 5447863. (Proceedings - International Conference on Data Engineering).

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

  • Top-K interesting subgraph discovery in information networks

    Gupta, M., Gao, J., Yan, X., Cam, H. & Han, J., 2014, 2014 IEEE 30th International Conference on Data Engineering, ICDE 2014. IEEE Computer Society, p. 820-831 12 p. 6816703. (Proceedings - International Conference on Data Engineering).

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

  • TOPTRAC: Topical trajectory pattern mining

    Kim, Y., Han, J. & Yuan, C., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 587-596 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

  • Torpedo: Topic periodicity discovery from text data

    Wang, J., Deng, H. & Han, J., 2015, Next-Generation Analyst III. Hanratty, T. P., Llinas, J., Broome, B. D. & Hall, D. L. (eds.). SPIE, 94990A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9499).

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

  • Towards active learning on graphs: An error bound minimization approach

    Gu, Q. & Han, J., 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 882-887 6 p. 6413838. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Towards faster rates and oracle property for low-rank matrix estimation

    Gui, H., Han, J. & Gu, Q., 2016, 33rd International Conference on Machine Learning, ICML 2016. Weinberger, K. Q. & Balcan, M. F. (eds.). International Machine Learning Society (IMLS), p. 3405-3431 27 p. (33rd International Conference on Machine Learning, ICML 2016; vol. 5).

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

  • Towards feature selection in network

    Gu, Q. & Han, J., Dec 13 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1175-1184 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Towards graph containment search and indexing

    Chen, C., Yan, X., Allen, G. D., Han, J., Zhang, D. Q. & Gu, 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, Inc, p. 926-937 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

  • Towards interactive construction of topical hierarchy: A recursive tensor decomposition approach

    Wang, C., Liu, X., Song, Y. & Han, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1225-1234 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

  • Towards mobile query auto-completion: An efficient mobile application-Aware approach

    Zhang, A., Goyal, A., Baeza-Yates, R., Chang, Y., Han, J., Gunter, C. A. & Deng, H., 2016, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 579-590 12 p. (25th International World Wide Web Conference, WWW 2016).

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

  • Towards robust indexing for ranked queries

    Xin, D., Chen, C. & Han, J., 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. Association for Computing Machinery, p. 235-246 12 p. (VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases).

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

  • Towards scalable critical alert mining

    Zong, B., Wu, Y., Song, J., Singh, A. K., Cam, H., Han, J. & Yan, X., 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1057-1066 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

  • Traffic density-based discovery of hot routes in road networks

    Li, X., Han, J., Lee, J. G. & Gonzalez, H., 2007, Advances in Spatial and Temporal Databases - 10th International Symposium, SSTD 2007, Proceedings. Springer, p. 441-459 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4605 LNCS).

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

  • Training ELECTRA Augmented with Multi-word Selection

    Shen, J., Liu, J., Liu, T., Yu, C. & Han, J., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 2475-2486 12 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

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

  • Training linear discriminant analysis in linear time

    Cai, D., He, X. & Han, J., 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 209-217 9 p. 4497429. (Proceedings - International Conference on Data Engineering).

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

  • Trajectory clustering: A partition-and-group framework

    Lee, J. G., Han, J. & Whang, K. Y., 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 593-604 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Trajectory outlier detection: A partition-and-detect framework

    Lee, J. G., Han, J. & Li, X., 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 140-149 10 p. 4497422. (Proceedings - International Conference on Data Engineering).

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

  • Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization

    Zhu, Q., Yang, C., Xu, Y., Wang, H., Zhang, C. & Han, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 1766-1779 14 p. (Advances in Neural Information Processing Systems; vol. 3).

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

  • TrioVecEvent: Embedding-based online local event detection in geo-tagged tweet streams

    Zhang, C., Liu, L., Lei, D., Yuan, Q., Zhuang, H., Hanratty, T. & Han, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 595-604 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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