19962019

Research output per year

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Research Output

2019

Anti-freeze for large and complex spreadsheets: Asynchronous formula computation

Bendre, M., Wattanawaroon, T., Mack, K., Chang, K. C-C. & Parameswaran, A. G., Jun 25 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1277-1294 18 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Discovering maximal motif cliques in large heterogeneous information networks

Hu, J., Cheng, R., Chang, K. C. C., Sankar, A., Fang, Y. & Lam, B. Y. H., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 746-757 12 p. 8731437. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Embedding Both Finite and Infinite Communities on Graphs [Application Notes]

Cavallari, S., Cambria, E., Cai, H., Chang, K. C. C. & Zheng, V. W., Aug 2019, In : IEEE Computational Intelligence Magazine. 14, 3, p. 39-50 12 p., 8764640.

Research output: Contribution to journalArticle

Faster, higher, stronger: Redesigning spreadsheets for scale

Bendre, M., Wattanawaroon, T., Rahman, S., Mack, K., Liu, Y., Zhu, S., Lu, Y., Yang, P. J., Zhou, X., Chang, K. C-C., Karahalios, K. G. & Parameswaran, A. G., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1972-1975 4 p. 8731567. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Hierarchical multi-armed bandits for discovering hidden populations

Kumar, S., Gao, H., Wang, C., Chang, K. C. C. & Sundaram, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 145-153 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

Meta-GNN: Metagraph neural network for semi-supervised learning in Attributed Heterogeneous Information Networks

Sankar, A., Zhang, X. & Chang, K. C. C., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 137-144 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

Relationship profiling over social networks: Reverse smoothness from similarity to closeness

Yang, C. & Chang, K. C-C., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 342-350 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

2018

A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications

Cai, H., Zheng, V. W. & Chang, K. C-C., Sep 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 9, p. 1616-1637 22 p., 8294302.

Research output: Contribution to journalArticle

Authenticity and credibility aware detection of adverse drug events from social media

Hoang, T., Liu, J., Pratt, N., Zheng, V. W., Chang, K. C-C., Roughead, E. & Li, J., Dec 2018, In : International Journal of Medical Informatics. 120, p. 157-171 15 p.

Research output: Contribution to journalArticle

Authenticity and credibility aware detection of adverse drug events from social media

Hoang, T., Liu, J., Pratt, N., Zheng, V. W., Chang, K. C-C., Roughead, E. & Li, J., Dec 2018, In : International Journal of Medical Informatics. 120, p. 101-115 15 p.

Research output: Contribution to journalArticle

Characterizing scalability issues in spreadsheet software using online forums

Mack, K., Lee, J., Chang, K. C-C., Karahalios, K. G. & Parameswaran, A. G., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, CS04. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Distance-sware DAG embedding for proximity search on heterogeneous graphs

Liu, Z., Zheng, V. W., Zhao, Z., Zhu, F., Chang, K. C. C., Wu, M. & Ying, J., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 2355-2362 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Heterogeneous Embedding Propagation for Large-Scale E-Commerce User Alignment

Zheng, V. W., Sha, M., Li, Y., Yang, H., Fang, Y., Zhang, Z., Tan, K. L. & Chang, K. C. C., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1434-1439 6 p. 8595007. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Nonintrusive Smartphone User Verification Using Anonymized Multimodal Data

Cao, H. & Chang, K. C-C., Apr 18 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Semi-supervised learning meets factorization: Learning to recommend with chain graph model

Chen, C., Chang, K. C. C., Li, Q. & Zheng, X., Aug 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 6, a73.

Research output: Contribution to journalArticle

Towards a holistic integration of spreadsheets with databases: a scalable storage engine for presentational data management

Bendre, M., Venkataraman, V., Zhou, X., Chang, K. C-C. & Parameswaran, A. G., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 113-124 12 p. 8509241. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

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

2017

From community detection to community profiling

Cai, H., Zheng, V. W., Zhu, F., Chang, K. C. C. & Huang, Z., Jan 1 2017, In : Proceedings of the VLDB Endowment. 10, 7, p. 817-828 12 p.

Research output: Contribution to journalConference article

Learning community embedding with community detection and node embedding on graphs

Cavallari, S., Zheng, V. W., Cai, H., Chang, K. C. C. & Cambria, E., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 377-386 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

Semantic proximity search on heterogeneous graph by proximity embedding

Liu, Z., Zheng, V. W., Zhao, Z., Zhu, F., Chang, K. C. C., Wu, M. & Ying, J., Jan 1 2017, p. 154-160. 7 p.

Research output: Contribution to conferencePaper

Social lens: Searching and browsing communities by content and interaction

Cai, H., Zheng, V. W., Chen, P., Zhu, F., Chang, K. C-C. & Huang, Z., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1397-1398 2 p. 7930090. (Proceedings - International Conference on Data Engineering).

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

Statistical link label modeling for sign prediction: Smoothing sparsity by joining local and global information

Javari, A., Qiu, H., Barzegaran, E., Jalili, M. & Chang, K. C. C., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1039-1044 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).

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

Topological recurrent neural network for diffusion prediction

Wang, J., Zheng, V. W., Liu, Z. & Chang, K. C. C., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 475-484 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).

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

2016

Cold-start heterogeneous-device wireless localization

Zheng, V. W., Cao, H., Gao, S., Adhikari, A., Lin, M. & Chang, K. C. C., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 1429-1435 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

Detecting signals of detrimental prescribing cascades from social media

Hoang, T., Liu, J., Pratt, N., Zheng, V. W., Chang, K. C., Roughead, E. & Li, J., Jul 1 2016, In : Artificial Intelligence in Medicine. 71, p. 43-56 14 p.

Research output: Contribution to journalArticle

IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented Reality

Adhikari, A., Zheng, V. W., Cao, H., Lin, M., Fang, Y. & Chang, K. C. C., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1604-1607 4 p. 7395868. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

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

Learning to query: Focused web page harvesting for entity aspects

Fang, Y., Zheng, V. W. & Chang, K. C. C., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1002-1013 12 p. 7498308. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

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

Regularizing structured classifier with conditional probabilistic constraints for semi-supervised learning

Zheng, V. W. & Chang, K. C. C., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1029-1038 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

Semantic proximity search on graphs with metagraph-based learning

Fang, Y., Lin, W., Zheng, V. W., Wu, M., Chang, K. C. C. & Li, X. L., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 277-288 12 p. 7498247. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

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

2015

DATASPREAD: Unifying databases and spreadsheets

Bendre, M., Sun, B., Zhang, D., Zhou, X., Chang, K. C. C. & Parameswaran, A., Jan 1 2015, Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery, p. 2000-2003 4 p. (Proceedings of the VLDB Endowment; vol. 8, no. 12).

Research output: Chapter in Book/Report/Conference proceedingChapter

Mobile user verification/identification using statistical mobility profile

Lin, M., Cao, H., Zheng, V., Chang, K. C-C. & Krishnaswamy, S., Mar 30 2015, 2015 International Conference on Big Data and Smart Computing, BIGCOMP 2015. Institute of Electrical and Electronics Engineers Inc., p. 15-18 4 p. 7072841

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

Mobility profiling for user verification with anonymized location data

Lin, M., Cao, H., Zheng, V., Chang, K. C. C. & Krishnaswamy, S., Jan 1 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. 960-966 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

Scheduled approximation for Personalized PageRank with Utility-based Hub Selection

Zhu, F., Fang, Y., Chang, K. C. C. & Ying, J., Oct 22 2015, In : VLDB Journal. 24, 5, p. 655-679 25 p.

Research output: Contribution to journalArticle

Ushio: Analyzing News Media and Public Trends in Twitter

Yao, F., Chang, K. C. C. & Campbell, R. H., Jan 1 2015, Proceedings - 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing, UCC 2015. Rana, O., Buyya, R. & Raicu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 424-429 6 p. 7431451. (Proceedings - 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing, UCC 2015).

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

2014

Graph-based Semi-supervised Learning: Realizing pointwise smoothness probabilistically

Fang, Y., Chang, K. C. C. & Lauw, H. W., Jan 1 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 1736-1754 19 p. (31st International Conference on Machine Learning, ICML 2014; vol. 2).

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

Letter from the Associate Editors

Chang, K. C., Oct 1 2014, In : Proceedings of the VLDB Endowment. 8, 2, p. ix

Research output: Contribution to journalEditorial

Privacy risk in anonymized heterogeneous information networks

Zhang, A., Gunter, C. A., Xie, X., Han, J., Chang, K. C. C. & Wang, X., Jan 1 2014, Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings. Leroy, V., Christophides, V., Christophides, V., Idreos, S., Kementsietsidis, A., Garofalakis, M. & Amer-Yahia, S. (eds.). OpenProceedings.org, University of Konstanz, University Library, p. 595-606 12 p. (Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings).

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

Towards a social media analytics platform: Event detection and user profiling for twitter - A tutorial at WWW 2014

Gupta, M., Li, R. & Chang, K. C. C., Apr 7 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 193-194 2 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

Unifying learning to rank and domain adaptation: Enabling cross-task document scoring

Zhou, M. & Chang, K. C-C., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 781-790 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

User profiling in an ego network: Co-profiling attributes and relationships

Li, R., Wang, C. & Chang, K. C. C., Apr 7 2014, WWW 2014 - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 819-829 11 p. (WWW 2014 - Proceedings of the 23rd International Conference on World Wide Web).

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

2013

Entity-centric document filtering: Boosting feature mapping through meta-features

Zhou, M. & Chang, K. C-C., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 119-128 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Incremental and accuracy-aware personalized pagerank through scheduled approximation

Zhu, F., Fang, Y., Chang, K. C. C. & Ying, J., 2013, In : Proceedings of the VLDB Endowment. 6, 6, p. 481-492 12 p.

Research output: Contribution to journalArticle

Learning to rank from distant supervision: Exploiting noisy redundancy for relational entity search

Zhou, M., Wang, H. & Change, K. C. C., Aug 15 2013, ICDE 2013 - 29th International Conference on Data Engineering. p. 829-840 12 p. 6544878. (Proceedings - International Conference on Data Engineering).

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

RoundTripRank: Graph-based proximity with importance and specificity?

Fang, Y., Chang, K. C. C. & Lauw, H. W., Aug 15 2013, ICDE 2013 - 29th International Conference on Data Engineering. p. 613-624 12 p. 6544860. (Proceedings - International Conference on Data Engineering).

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

Towards social data platform: Automatic topic-focused monitor for twitter stream

Li, R., Wang, S. & Chang, C. C. C., Sep 2013, In : Proceedings of the VLDB Endowment. 6, 14, p. 1966-1977 12 p.

Research output: Contribution to journalArticle

2012

Confidence-aware graph regularization with heterogeneous pairwise features

Fang, Y., Hsu, B. J. & Chang, K. C. C., Sep 28 2012, SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 951-960 10 p. (SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

Multiple location profiling for users and relationships from social network and content

Li, R., Wang, S. & Chang, K. C. C., Jul 2012, In : Proceedings of the VLDB Endowment. 5, 11, p. 1603-1614 12 p.

Research output: Contribution to journalArticle

TEDAS: A twitter-based event detection and analysis system

Li, R., Lei, K. H., Khadiwala, R. & Chang, K. C-C., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 1273-1276 4 p., 6228186.

Research output: Contribution to journalConference article

Towards social user profiling: Unified and discriminative influence model for inferring home locations

Li, R., Wang, S., Deng, H., Wang, R. & Chang, K. C-C., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1023-1031 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

2011

Searching patterns for relation extraction over the Web: Rediscovering the pattern-relation duality

Fang, Y. & Chang, K. C. C., Mar 14 2011, Proceedings of the 4th ACM International Conference on Web Search and Data Mining, WSDM 2011. p. 825-834 10 p. (Proceedings of the 4th ACM International Conference on Web Search and Data Mining, WSDM 2011).

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

2010

Beyond pages: Supporting efficient, scalable entity search with dual-inversion index

Cheng, T. & Chang, K. C-C., May 19 2010, Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings. p. 15-26 12 p. (Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings).

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