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  • Conference contribution

    Heterogeneous supervision for relation extraction: A representation learning approach

    Liu, L., Ren, X., Zhu, Q., Gui, H., Zhi, S., Ji, H. & Han, J., Jan 1 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 46-56 11 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks

    Su, L., Gao, J., Yang, Y., Abdelzaher, T. F., Ding, B. & Han, J., 2011, SenSys 2011 - Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems. p. 40-53 14 p. (SenSys 2011 - Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Hierarchical Metadata-Aware Document Categorization under Weak Supervision

    Zhang, Y., Chen, X., Meng, Y. & Han, J., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 770-778 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Hierarchical text classification with reinforced label assignment

    Mao, Y., Tian, J., Han, J. & Ren, X., 2019, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 445-455 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

    Meng, Y., Zhang, Y., Huang, J., Zheng, Y., Zhang, C. & Han, J., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1908-1917 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Hierarchical web-page clustering via in-page and cross-page link structures

    Lin, C. X., Yu, Y., Han, J. & Liu, B., 2010, Advances in Knowledge Discovery and Data Mining - 14th Pacific-Asia Conference, PAKDD 2010, Proceedings. PART 2 ed. p. 222-229 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6119 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • HiExpan: Task-guided taxonomy construction by hierarchical tree expansion

    Shen, J., Wu, Z., Lei, D., Zhang, C., Ren, X., Vanni, M. T., Sadler, B. 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. 2180-2189 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • HiGitClass: Keyword-driven hierarchical classification of github repositories

    Zhang, Y., Xu, F. F., Li, S., Meng, Y., Wang, X., Li, Q. & Han, J., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 876-885 10 p. 8970799. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • H-mine: Hyper-structure mining of frequent patterns in large databases

    Pei, J., Han, J., Lu, H., Nishio, S., Tang, S. & Yang, D., 2001, Proceedings - 2001 IEEE International Conference on Data Mining, ICDM'01. p. 441-448 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Homomorphic tree embeddings and their applications to recursive program optimization

    Lakshmanan, L. V. S., Ashraf, K. & Han, J., 1993, Logic in Computer Science. Publ by IEEE, p. 344-352 9 p. (Proceedings - Symposium on Logic in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • How bayesians debug

    Liu, C., Lian, Z. & Han, J., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 382-393 12 p. 4053065. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • How does knowledge discovery cooperate with active database techniques controlling dynamic environment?

    Kawano, H., Nishio, S., Han, J. & Hasegawa, T., 1994, Database and Expert Systems Applications - 5th International Conference, DEXA 1994, Proceedings. Karagiannis, D. (ed.). Springer, p. 370-379 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 856 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • HyLiEn: A hybrid approach to general list extraction on the web

    Fumarola, F., Weninger, T., Barber, R., Malerba, D. & Han, J., 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 35-36 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Identifying semantically deviating outlier documents

    Zhuang, H., Wang, C., Tao, F., Kaplan, L. & Han, J., Jan 1 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 2748-2757 10 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • I know you'll be back: Interpretable new user clustering and churn prediction on a mobile social application

    Yang, C., Shi, X., Luo, J. & 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. 914-922 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Image clustering with tensor representation

    He, X., Cai, D., Liu, H. & Han, J., 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 132-140 9 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Incorporating world knowledge to document clustering via heterogeneous information networks

    Wang, C., Song, Y., El-Kishky, A., Roth, D., Zhang, M. & 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. 1215-1224 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 proceedingConference contribution

    Open Access
  • Incremental clustering for trajectories

    Li, Z., Lee, J. G., Li, X. & Han, J., 2010, Database Systems for Advanced Applications - 15th International Conference, DASFAA 2010, Proceedings. PART 2 ed. p. 32-46 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5982 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Incremental processing of logic database relations

    Huang, Y. N., Dahl, V. & Han, J., 1994, Methodologies for Intelligent Systems - 8th International Symposium, ISMIS 1994, Proceedings. Ras, Z. W. & Zemankova, M. (eds.). Springer, p. 561-570 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 869 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • IncSpan: Incremental mining of sequential patterns in large database

    Cheng, H., Yan, X. & Han, J., 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Kohavi, R., Gehrke, J., DuMouchel, W. & Ghosh, J. (eds.). p. 527-532 6 p. (KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Indexing noncrashing failures: A dynamic program slicing-based approach

    Liu, C., Zhang, X., Han, J., Zhang, Y. & Bhargava, B. K., 2007, ICSM 2007 - Proceedings of the 2007 IEEE International Conference on Software Maintenance. p. 455-464 10 p. 4362658. (IEEE International Conference on Software Maintenance, ICSM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Indirect supervision for relation extraction using question-answer pairs

    Wu, Z., Ren, X., Xu, F. F., Li, J. & Han, J., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 646-654 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Inferring human mobility patterns from taxicab location traces

    Ganti, R., Srivatsa, M., Ranganathan, A. & Han, J., 2013, UbiComp 2013 - Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing. p. 459-468 10 p. (UbiComp 2013 - Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • InF-VAE: A variational autoencoder framework to integrate homophily and influence in diffusion prediction

    Sankar, A., Zhang, X., Krishnan, A. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 510-518 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Integrating community matching and outlier detection for mining evolutionary community outliers

    Gupta, M., Gao, J., Sun, Y. & Han, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 859-867 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Integrating local context and global cohesiveness for open information extraction

    Zhu, Q., Ren, X., Shang, J., Zhang, Y., El-Kishky, A. & Han, J., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 42-50 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Integrating meta-path selection with user-guided object clustering in heterogeneous information networks

    Sun, Y., Norick, B., Han, J., Yan, X., Yu, P. S. & Yu, X., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1348-1356 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Integrating novel class detection with classification for concept-drifting data streams

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2009, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2009, Proceedings. PART 2 ed. Springer, p. 79-94 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5782 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Integrating OLAP and ranking: The ranking-cube methodology

    Xin, D. & Han, J., 2007, Workshops in Conjunction with the International Conference on Data Engineering - ICDE' 07. p. 253-256 4 p. 4401000. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • IntruMine: Mining intruders in untrustworthy data of cyber-physical systems

    Tang, L. A., Gu, Q., Yu, X., Han, J., La Porta, T., Leung, A., Abdelzaher, T. & Kaplan, L., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 600-611 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Investigating rumor news using agreement-aware search

    Shang, J., Shen, J., Sun, T., Liu, X., Gruenheid, A., Korn, F., Lelkes, D., Yu, C. & Han, J., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 2117-2126 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • iRIN: Image retrieval in image-rich information networks

    Jin, X., Luo, J., Yu, J., Wang, G., Joshi, D. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1261-1264 4 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Is objective function the silver bullet? A case study of community detection algorithms on social networks

    Yang, Y., Sun, Y., Pandit, S., Chawla, N. V. & Han, J., 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 394-397 4 p. 5992630. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Isometric projection

    Cai, D., He, X. & Han, J., 2007, AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. p. 528-533 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • iTopicModel: Information network-integrated topic modeling

    Sun, Y., Han, J., Gao, J. & Yu, Y., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 493-502 10 p. 5360275. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Joint Aspect-Sentiment Analysis with Minimal User Guidance

    Zhuang, H., Guo, F., Zhang, C., Liu, L. & Han, J., Jul 25 2020, SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 1241-1250 10 p. (SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Joint feature selection and subspace learning

    Gu, Q., Li, Z. & Han, J., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1294-1299 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Keyword extraction for social snippets

    Li, Z., Zhou, D., Juan, Y. F. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1143-1144 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • KNOWLEDGE DIRECTED RECURSIVE RULE COMPILATION IN EXPERT DATABASE SYSTEMS.

    Han, J. & Travis, L., 1985, Unknown Host Publication Title. IEEE, p. 137-141 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Knowledge discovery and constraint-based processing in automated manufacturing

    Han, J. & Fu, Y., 1993, Proceedings of the IEEE Conference on Control Applications. Publ by IEEE, p. 691-696 6 p. (Proceedings of the IEEE Conference on Control Applications; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Knowledge discovery in databases: A rule-based attribute-oriented approach

    Cheung, D. W. L., Fu, A. W. C. & Han, J., 1994, Methodologies for Intelligent Systems - 8th International Symposium, ISMIS 1994, Proceedings. Ras, Z. W. & Zemankova, M. (eds.). Springer, p. 165-173 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 869 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Knowledge fragment enrichment using domain knowledge base

    Zhang, J., Zhuang, H., Song, Y., Han, J., Zhang, Y., Tang, J. & Li, J., 2016, Social Media Processing - 5th National Conference, SMP 2016, Proceedings. Lin, H., Li, Y., Xiang, G. & Wang, M. (eds.). Springer, p. 274-286 13 p. (Communications in Computer and Information Science; vol. 669).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Knowledge transfer via multiple model local structure mapping

    Gao, J., Fan, W., Jiang, J. & Han, J., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 283-291 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • KnowSim: A document similarity measure on structured heterogeneous information networks

    Wang, C., Song, Y., Li, H., Zhang, M. & Han, J., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1015-1020 6 p. 7373428. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios

    Xie, Y., Wang, Z., Yang, C., Li, Y., Ding, B., Deng, H. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 1301-1310 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Label noise reduction in entity typing by heterogeneous partial-label embedding

    Ren, X., He, W., Qu, M., Voss, C. R., Ji, H. & Han, J., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1825-1834 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Large-scale embedding learning in heterogeneous event data

    Gui, H., Liu, J., Tao, F., Jiang, M., Norick, B. & Han, J., Jul 2 2016, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 907-912 6 p. 7837924. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 0).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Large-scale spectral clustering on graphs

    Liu, J., Wang, C., Danilevsky, M. & Han, J., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 1486-1492 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning a Kernel for multi-task clustering

    Gu, Q., Li, Z. & Han, J., 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 368-373 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning a Kernel for Multi-Task Clustering

    Gu, Q., Li, Z. & Han, J., Aug 11 2011, Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011. American Association for Artificial Intelligence (AAAI) Press, p. 368-373 6 p. (Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution