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  • 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

  • THINK: Temporal Hypergraph Hyperbolic Network

    Agarwal, S., Sawhney, R., Thakkar, M., Nakov, P., Han, J. & Derr, T., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 849-854 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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, p. 3143-3152 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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, p. 926-937 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

  • Tru-alarm: Trustworthiness analysis of sensor networks in cyber-physical systems

    Tang, L. A., Yu, X., Kim, S., Han, J., Hung, C. C. & Peng, W. C., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 1079-1084 6 p. 5694088. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • TruePIE: Discovering reliable patterns in pattern-based information extraction

    Li, Q., Jiang, M., Zhang, X., Qu, M., Hanratty, T., Gao, 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. 1675-1684 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
  • Trust analysis with clustering

    Gupta, M., Sun, Y. & Han, J., 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 53-54 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).

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

  • Truth discovery with multiple conflicting information providers on the web

    Yin, X., Han, J. & Yu, P. S., 2007, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1048-1052 5 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • TSP: Mining top-K closed sequential patterns

    Tzvetkov, P., Yan, X. & Han, J., 2003, Proceedings - 3rd IEEE International Conference on Data Mining, ICDM 2003. p. 347-354 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter

    Zhang, X., Malkov, Y., Florez, O., Park, S., McWilliams, B., Han, J. & El-Kishky, A., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5597-5607 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • UCPhrase: Unsupervised Context-aware Quality Phrase Tagging

    Gu, X., Wang, Z., Bi, Z., Meng, Y., Liu, L., Han, J. & Shang, J., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 478-486 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
  • Understanding the difficulty of training transformers

    Liu, L., Liu, X., Gao, J., Chen, W. & Han, J., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 5747-5763 17 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

  • UNIPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

    Mao, Y., Mathias, L., Hou, R., Almahairi, A., Ma, H., Han, J., Yih, W. T. & Khabsa, M., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 6253-6264 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

  • Universal Graph Convolutional Networks

    Jin, D., Yu, Z., Huo, C., Wang, R., Wang, X., He, D. & 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. 10654-10664 11 p. (Advances in Neural Information Processing Systems; vol. 13).

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

  • UnkClus: Efficient clustering via heterogeneous semantic links

    Yin, X., Han, J. & Yu, P. S., 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. Association for Computing Machinery, p. 427-438 12 p. (VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases).

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

  • Unsupervised attributed multiplex network embedding

    Park, C., Kim, D., Han, J. & Yu, H., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. American Association for Artificial Intelligence (AAAI) Press, p. 5371-5378 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

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

  • Unsupervised concept categorization and extraction from scientific document titles

    Krishnan, A., Sankar, A., Zhi, S. & Han, J., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1339-1348 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

  • Unsupervised Differentiable Multi-aspect Network Embedding

    Park, C., Yang, C., Zhu, Q., Kim, D., Yu, H. & 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. 1435-1445 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Unsupervised disaggregation of low frequency power measurements

    Kim, H., Marwah, M., Arlitt, M., Lyon, G. & Han, J., 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 747-758 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

  • Unsupervised Event Chain Mining from Multiple Documents

    Jiao, Y., Zhong, M., Shen, J., Zhang, Y., Zhang, C. & Han, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, p. 1948-1959 12 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

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

    Open Access
  • Unsupervised Key Event Detection from Massive Text Corpora

    Zhang, Y., Guo, F., Shen, J. & Han, J., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2535-2544 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
  • Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding

    Yoon, S., Lee, D., Zhang, Y. & Han, J., Jul 19 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 802-811 10 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  • Urbanity: A system for interactive exploration of urban dynamics from streaming human sensing data

    Liu, M., Liu, Z., Zhang, C., Zhang, K., Yuan, Q., Hanratty, T. & Han, J., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2503-2506 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

  • User-Guided Clustering in Heterogeneous Information Networks via Motif-Based Comprehensive Transcription

    Shi, Y., He, X., Zhang, N., Yang, C. & Han, J., 2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Proceedings. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Springer, p. 361-377 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11906 LNAI).

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