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  • Be appropriate and funny: Automatic entity morph encoding

    Zhang, B., Huang, H., Pan, X., Ji, H., Knight, K., Wen, Z., Sun, Y., Han, J. & Yener, B., 2014, Long Papers. Association for Computational Linguistics (ACL), p. 706-711 6 p. (52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference; vol. 2).

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

    Open Access
  • BibNetMiner: Mining bibliographic information networks

    Sun, Y., Wu, T., Yin, Z., Cheng, H., Han, J., Yin, X. & Zhao, P., Dec 10 2008, SIGMOD 2008: Proceedings of the ACM SIGMOD International Conference on Management of Data 2008. p. 1341-1344 4 p. 1376770. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Bidirectional mining of non-redundant recurrent rules from a sequence database

    Lo, D., Ding, B., Lucia & Han, J., 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 1043-1054 12 p. 5767848. (Proceedings - International Conference on Data Engineering).

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

  • Biomedical event extraction based on knowledge-driven tree-LSTM

    Li, D., Huang, L., Ji, H. & Han, J., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 1421-1430 10 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

  • BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks

    Jin, D., Song, X., Yu, Z., Liu, Z., Zhang, H., Cheng, Z. & Han, J., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 157-165 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

  • BlueFinder: Estimate where a beach photo was taken

    Cao, L., Smith, J., Wen, Z., Yin, Z., Jin, X. & Han, J., May 21 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 469-470 2 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

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

  • Bridging collaborative filtering and semi-supervised learning: A neural approach for POI recommendation

    Yang, C., Bai, L., Zhang, C., Yuan, Q. & 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. 1245-1254 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 proceedingConference contribution

  • Bringing semantics to spatiotemporal data mining: Challenges, methods, and applications

    Zhang, C., Yuan, Q. & Han, J., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1455-1458 4 p. 7930108. (Proceedings - International Conference on Data Engineering).

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

  • Bringing structure to text: Mining phrases, entities, topics, and hierarchies

    Han, J., Wang, C. & El-Kishky, A., 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1968 1 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Building enriched web page representations using link paths

    Weninger, T., Zhai, C. & Han, J., Jul 25 2012, HT'12 - Proceedings of 23rd ACM Conference on Hypertext and Social Media. p. 53-62 10 p. (HT'12 - Proceedings of 23rd ACM Conference on Hypertext and Social Media).

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

  • Building structured databases of factual knowledge from massive text corpora

    Ren, X., Jiang, M., Shang, J. & Han, J., May 9 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, p. 1741-1745 5 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. Part F127746).

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

  • Can we push more constraints into frequent pattern mining?

    Pei, J. & Han, J., 2000, Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Ramakrishnan, R., Stolfo, S., Bayardo, R. & Parsa, I. (eds.). Association for Computing Machinery (ACM), p. 350-354 5 p. (Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • CatchTartan: Representing and summarizing dynamic multicontextual behaviors

    Jiang, M., Faloutsos, C. & 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. 945-954 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

  • CCMine: Efficient mining of confidence-closed correlated patterns

    Kim, W. Y., Lee, Y. K. & Han, J., 2004, Advances in Knowledge Discovery and Data Mining - 8th Pacific-Asia Conference, PAKDD 2004, Proceedings. Dai, H., Srikant, R. & Zhang, C. (eds.). Springer, p. 569-579 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3056).

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

  • C-cubing: Efficient computation of closed cubes by aggregation-based checking

    Xin, D., Shao, Z., Han, J. & Liu, H., 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. p. 4 1 p. 1617372. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • CETR - Content extraction via tag ratios

    Weninger, T., Hsu, W. H. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 971-980 10 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Chain-based evaluation - a bridge linking recursive and nonrecursive query evaluation

    Han, J., 1992, 2nd International Workshop on Research Issues on Data Engineering: Transaction and Query Processing. Publ by IEEE, p. 132-139 8 p. (2nd International Workshop on Research Issues on Data Engineering: Transaction and Query Processing).

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

  • Chain-split evaluation in deductive databases

    Han, J., Jan 1992, Proceedings - International Conference on Data Engineering. Publ by IEEE, p. 376-384 9 p. (Proceedings - International Conference on Data Engineering).

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

  • CHEMNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision

    Wang, X., Hu, V., Song, X., Garg, S., Xiao, J. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5227-5240 14 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • CHRONICLE: A two-stage density-based clustering algorithm for dynamic networks

    Kim, M. S. & Han, J., 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 152-167 16 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 proceedingConference contribution

  • CISpan: Comprehensive incremental mining algorithms of closed sequential patterns for multi-versional software mining

    Yuan, D., Lee, K., Cheng, H., Krishna, G., Li, Z., Ma, X., Zhou, Y. & Han, J., 2008, Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130. Society for Industrial and Applied Mathematics Publications, p. 84-95 12 p. (Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130; vol. 1).

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

    Open Access
  • Citation prediction in heterogeneous bibliographic networks

    Yu, X., Gu, Q., Zhou, M. & Han, J., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 1119-1130 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

  • ClaimVerif: A real-time claim verification system using the web and fact databases

    Zhi, S., Sun, Y., Liu, J., Zhang, C. & Han, J., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2555-2558 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

  • Classification and novel class detection in data streams with active mining

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2010, Advances in Knowledge Discovery and Data Mining - 14th Pacific-Asia Conference, PAKDD 2010, Proceedings. PART 2 ed. p. 311-324 14 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

  • Classification and novel class detection of data streams in a dynamic feature space

    Masud, M. M., Chen, Q., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 2 ed. p. 337-352 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6322 LNAI, no. PART 2).

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

  • Classification of recursive formulas in deductive databases

    Youn, C., Henschen, L. J. & Han, J., Jun 1 1988, Proceedings of the 1988 ACM SIGMOD International Conference on Management of Data, SIGMOD 1988. Boral, H. & Larson, P-A. (eds.). Association for Computing Machinery, p. 320-328 9 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 1988-June).

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

  • Classification of software behaviors for failure detection: A discriminative pattern mining approach

    Lo, D., Cheng, H., Han, J., Khoo, S. C. & Sun, C., 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 557-565 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Classification with active learning and meta-paths in heterogeneous information networks

    Wan, C., Li, X., Kao, B., Yu, X., Gu, Q., Cheung, D. & Han, J., Oct 17 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 443-452 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

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

  • ClusCite: Effective citation recommendation by information network-based clustering

    Ren, X., Liu, J., Yu, X., Khandelwal, U., Gu, Q., Wang, L. & Han, J., 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 821-830 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Clustering moving objects

    Li, Y., Han, J. & Yang, J., 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 617-622 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

  • ClusType: Effective entity recognition and typing by relation phrase-based clustering

    Ren, X., El-Kishky, A., Wang, C., Tao, F., Voss, C. R., Ji, H. & 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. 995-1004 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

  • CMAR: Accurate and efficient classification based on multiple class-association rules

    Li, W., Han, J. & Pei, J., 2001, Proceedings - 2001 IEEE International Conference on Data Mining, ICDM'01. p. 369-376 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Co-author relationship prediction in heterogeneous bibliographic networks

    Sun, Y., Barber, R., Gupta, M., Aggarwal, C. C. & Han, J., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 121-128 8 p. 5992571. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

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

  • COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

    Meng, Y., Xiong, C., Bajaj, P., Tiwary, S., Bennett, P., Han, J. & Song, X., 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. 23102-23114 13 p. (Advances in Neural Information Processing Systems; vol. 28).

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

  • Coe: Clustering with obstacles entities a preliminary study

    Tung, A. K. H., Hon, J. & Han, J., 2000, Knowledge Discovery and Data Mining: Current Issues and New Applications - 4th Pacific-Asia Conference, PAKDD 2000, Proceedings. Terano, T., Liu, H. & Chen, A. L. P. (eds.). Springer, p. 165-168 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1805).

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

  • Co-embedding network nodes and hierarchical labels with taxonomy based generative adversarial networks

    Yang, C., Zhang, J. & Han, J., Nov 2020, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020. Plant, C., Wang, H., Cuzzocrea, A., Zaniolo, C. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 721-730 10 p. 9338301. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2020-November).

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

  • Collective Multi-type Entity Alignment between Knowledge Graphs

    Zhu, Q., Wei, H., Sisman, B., Zheng, D., Faloutsos, C., Dong, X. L. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2241-2252 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

    Open Access
  • Collective topic modeling for heterogeneous networks

    Deng, H., Zhao, B. & Han, J., 2011, SIGIR'11 - Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 1109-1110 2 p. (SIGIR'11 - Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  • CoMine: Efficient mining of correlated patterns

    Lee, Y. K., Kim, W. Y., Cai, Y. D. & Han, J., 2003, Proceedings - 3rd IEEE International Conference on Data Mining, ICDM 2003. p. 581-584 4 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Community cores: Removing size bias from community detection

    Jones, I., Wang, R., Han, J. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. American Association for Artificial Intelligence (AAAI) Press, p. 603-606 4 p. (Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016).

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

  • Community distribution outlier detection in heterogeneous information networks

    Gupta, M., Gao, J. & Han, J., Oct 31 2013, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Proceedings. PART 1 ed. p. 557-573 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8188 LNAI, no. PART 1).

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

  • Community evolution detection in dynamic heterogeneous information networks

    Sun, Y., Tang, J., Han, J., Gupta, M. & Zhao, B., 2010, Proceedings of the 8th Workshop on Mining and Learning with Graphs, MLG'10. p. 137-146 10 p. (Proceedings of the 8th Workshop on Mining and Learning with Graphs, MLG'10).

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

  • Community mining from multi-relational networks

    Cai, D., Shao, Z., He, X., Yan, X. & Han, J., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 445-452 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3721 LNAI).

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

  • Community trend outlier detection using soft temporal pattern mining

    Gupta, M., Gao, J., Sun, Y. & Han, J., 2012, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Proceedings. PART 2 ed. p. 692-708 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7524 LNAI, no. PART 2).

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

  • Comparative document analysis for large text corpora

    Ren, X., Lv, Y., Wang, K. & Han, J., Feb 2 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 325-334 10 p. (WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining).

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

  • Compilation-based list processing in deductive databases

    Han, J., 1992, Advances in Database Technology — EDBT 1992 - 3rd International Conference on Extending Database Technology, Proceedings. Pirotte, A., Gottlob, G. & Delobel, C. (eds.). Springer, p. 104-119 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 580 LNCS).

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

  • Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection

    Gao, J., Fan, W., Turaga, D., Verscheure, O., Meng, X., Su, L. & Han, J., 2011, 2011 Proceedings IEEE INFOCOM. p. 181-185 5 p. 5934982. (Proceedings - IEEE INFOCOM).

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

  • Constrained information-theoretic tripartite graph clustering to identify semantically similar relations

    Wang, C., Song, Y., Roth, D., Wang, C., Han, J., Ji, H. & Zhang, M., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 3882-3889 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

  • Constrained sequence-to-sequence semitic root extraction for enriching word embeddings

    El-Kishky, A., Fu, X., Addawood, A., Sobh, N., Voss, C. & Han, J., 2019, ACL 2019 - 4th Arabic Natural Language Processing Workshop, WANLP 2019 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 88-96 9 p. (ACL 2019 - 4th Arabic Natural Language Processing Workshop, WANLP 2019 - Proceedings of the Workshop).

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

  • Constraint-based clustering in large databases

    Tung, A. K. H., Han, J., Lakshmanan, L. V. S. & Ng, R. T., 2001, Database Theory - ICDT 2001 - 8th International Conference, Proceedings. Van den Bussche, J. & Vianu, V. (eds.). Springer, p. 405-419 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1973).

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