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  • Scalable moment-based inference for latent Dirichlet allocation

    Wang, C., Liu, X., Song, Y. & Han, J., 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 3 ed. Springer, p. 290-305 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8726 LNAI, no. PART 3).

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

  • SCENE: Structural conversation evolution network

    Danilevsky, M., Hailpern, J. & Han, J., 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 29-36 8 p. 5992582. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

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

  • Searching substructures with superimposed distance

    Yan, X., Zhu, F., Han, J. & Allen, G. D., 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. p. 88 1 p. 1617456. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • Selective labeling via error bound minimization

    Gu, Q., Zhang, T., Ding, C. & Han, J., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 323-331 9 p. (Advances in Neural Information Processing Systems; vol. 1).

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

  • Selective materialization: An efficient method for spatial data cube construction

    Han, J., Stefanovic, N. & Koperski, K., 1998, Research and Development in Knowledge Discovery and Data Mining - 2nd Pacific-Asia Conference, PAKDD 1998, Proceedings. Wu, X., Kotagiri, R. & Korb, K. B. (eds.). Springer, p. 144-158 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1394).

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

  • Selective sampling on graphs for classification

    Gu, Q., Aggarwal, C., Liu, J. & Han, J., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 131-139 9 p. 2487641. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

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

  • SEMANTIC QUERY OPTIMIZATION IN RECURSIVE DATABASES.

    Lee, S. & Han, J., 1988, Unknown Host Publication Title. IEEE, p. 444-451 8 p.

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

  • SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble

    Shen, J., Wu, Z., Lei, D., Shang, J., Ren, X. & Han, J., 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Vens, C., Todorovski, L. & Hollmen, J. (eds.). Springer, p. 288-304 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 LNAI).

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

  • Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data

    Zhu, Q., Ponomareva, N., Han, J. & Perozzi, B., 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. 27965-27977 13 p. (Advances in Neural Information Processing Systems; vol. 33).

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

  • SHRINK: A structural clustering algorithm for detecting hierarchical communities in networks

    Huang, J., Sun, H., Han, J., Deng, H., Sun, Y. & Liu, Y., 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 219-228 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Signature pattern covering via local greedy algorithm and Pattern Shrink

    Kim, H., Im, S., Abdelzaher, T., Han, J., Sheridan, D. & Vasudevan, S., 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 330-339 10 p. 6137237. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Similarity modeling on heterogeneous networks via automatic path discovery

    Yang, C., Liu, M., He, F., Zhang, X., Peng, J. & Han, J., 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Berlingerio, M., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Springer, p. 37-54 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

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

  • Simulating Online Social Response: A Stimulus/Response Perspective

    Shao, H., Abdelzaher, T., Han, J., Jiang, M., Mao, Y., Meng, Y., Qiu, W., Sun, D., Wang, R., Yang, C., Yang, Z., Zhang, X., Zhang, Y., Cohen, S., Flamino, J., Korniss, G., Malik, O., Mandviwalla, A., Szymanski, B. & Yin, L., 2021, 2021 Winter Simulation Conference, WSC 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Winter Simulation Conference; vol. 2021-December).

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

  • SOBER: Statistical model-based bug localization

    Liu, C., Yan, X., Fei, L., Han, J. & Midkiff, S. P., 2005, ESEC/FSE'05 - Proceedings of the Joint 10th European Software Engineering Conference (ESEC) and 13th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-13). Gall, H. (ed.). p. 286-295 10 p. (ESEC/FSE'05 - Proceedings of the Joint 10th European Software Engineering Conference (ESEC) and 13th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-13)).

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

  • SocialCube: A text cube framework for analyzing social media data

    Liu, X., Tang, K., Hancock, J., Han, J., Song, M., Xu, R., Manikonda, V. & Pokorny, B., 2012, Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012. IEEE Computer Society, p. 252-259 8 p. 6542448. (Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012).

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

  • Social group suggestion from user image collections

    Yu, J., Jin, X., Han, J. & Luo, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1215-1216 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Social patterns: Community detection using behavior-generated network datasets

    Leung, A., Dron, W., Hancock, J. P., Aguirre, M., Purnell, J., Han, J., Wang, C., Srivastava, J., Mahapatra, A., Roy, A. & Scott, L., 2013, Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013. p. 82-89 8 p. 6609198. (Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013).

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

  • SpaRClus: Spatial relationship pattern-based hierarchical clustering

    Kim, S., Jin, X. & 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. 49-60 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
  • Sparse projections over graph

    Cai, D., He, X. & Han, J., 2008, AAAI-08/IAAI-08 Proceedings - 23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference. p. 610-615 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

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

  • Spatial clustering in the presence of obstacles

    Tung, A. K. H., Hou, J. & Han, J., 2001, Proceedings - International Conference on Data Engineering. p. 359-367 9 p.

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

  • Spatiotemporal activity modeling under data scarcity: A graph-regularized cross-modal embedding approach

    Zhang, C., Liu, M., Liu, Z., Yang, C., Zhang, L. & Han, J., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. American Association for Artificial Intelligence (AAAI) Press, p. 531-538 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

  • Spatiotemporal periodical pattern mining in traffic data

    Jindal, T., Giridhar, P., Tang, L. A., Li, J. & Han, J., Sep 19 2013, 2nd International Workshop on Urban Computing, UrbComp 2013 - Held in Conjunction with KDD 2013. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Spectral regression: A Unified approach for Sparse Subspace Learning

    Cai, D., He, X. & Han, J., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. Institute of Electrical and Electronics Engineers Inc., p. 73-82 10 p. 4470231. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Spectral regression: A unified subspace learning framework for content-based image retrieval

    Cai, D., He, X. & Han, J., 2007, Proceedings of the Fifteenth ACM International Conference on Multimedia, MM'07. p. 403-412 10 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

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

  • Star-cubing: Computing iceberg cubes by top-down and bottom-up integration

    Xin, D., Han, J., Li, X. & Wah, B. W., 2003, Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003. Selinger, P. G., Carey, M. J., Freytag, J. C., Abiteboul, S., Lockemann, P. C. & Heuer, A. (eds.). Morgan Kaufmann, p. 476-487 12 p. (Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003).

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

  • STFNets: Learning sensing signals from the time-frequency perspective with short-time fourier neural networks

    Yao, S., Piao, A., Jiang, W., Zhao, Y., Shao, H., Liu, S., Liu, D., Li, J., Wang, T., Hu, S., Su, L., Han, J. & Abdelzaher, T., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2192-2202 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

  • Stream classification with recurring and novel class detection using class-based ensemble

    Al-Khateeb, T., Masud, M. M., Khan, L., Aggarwal, C., Han, J. & Thuraisingham, B., 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 31-40 10 p. 6413716. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • STREAMCUBE: Hierarchical spatio-temporal hashtag clustering for event exploration over the Twitter stream

    Feng, W., Zhang, C., Zhang, W., Han, J., Wang, J., Aggarwal, C. & Huang, J., May 26 2015, 2015 IEEE 31st International Conference on Data Engineering, ICDE 2015. IEEE Computer Society, p. 1561-1572 12 p. 7113425. (Proceedings - International Conference on Data Engineering; vol. 2015-May).

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

    Open Access
  • 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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