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Research Output 1996 2019

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

Spreadsheets
Freezing
Scheduling
Availability

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

Computational complexity
Semantics
Experiments

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

Graph in graph theory
Visualization
Community Detection
Vertex of a graph
Community

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

Spreadsheets
Information management
Scalability
Demonstrations

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

Semantics
Supervised learning
Experiments
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

Taxonomies
Costs

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

Social Media
Drug-Related Side Effects and Adverse Reactions
Benchmarking
Information Storage and Retrieval
Pharmaceutical Preparations

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

Social Media
Drug-Related Side Effects and Adverse Reactions
Benchmarking
Information Storage and Retrieval
Pharmaceutical Preparations

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

Spreadsheets
Scalability
Websites
Costs
Processing

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

Semantics
Complex networks
Data structures

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

Electronic commerce
Experiments

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

Smartphones
Hidden Markov models
Authentication
Costs

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

Supervised learning
Factorization
Bayesian networks
Scalability
Labels

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

Spreadsheets
Information management
Engines
Data management
Spreadsheet
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

Learning communities
Graph
Node
Visualization
Proximity

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

Semantics

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

Lenses
Visualization

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

Joining
Labels
Computational complexity
Experiments

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

Recurrent neural networks
Topology
Data structures
Chemical activation
Neural networks
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

Calibration

Detecting signals of detrimental prescribing cascades from social media

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

Research output: Contribution to journalArticle

Social Media
Health
Uncertainty
Prescriptions
Availability

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

Shopping centers
Augmented reality
Smartphones
Blogs
Data mining

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

Search engines
Websites
World Wide Web
Industry
Query

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

Semi-supervised learning
Classifier
Tagging
Named entity recognition
Information extraction

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

Semantics
Costs
Experiments
Graph
Proximity
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

Spreadsheets
Information management
Visualization
Relational database systems
Scalability

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

Smartphones
Location based services
Towers
Experiments

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

Smartphones
Hidden Markov models
Authentication
Towers

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

Query processing
Hinges
Processing

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

Broadcasting
Sensor networks
Scalability
Statistics
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

Supervised learning
Labels
Experiments

Letter from the Associate Editors

Chang, K. C-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., 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

Industry

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

World Wide Web
Detectors
Sensors

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

Labels
Experiments

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

World Wide Web
Education
Experiments
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

Boosting
Key words
Query
Filter
Experiment

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

Query processing
Hinges
Processing

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

Zhou, M., Wang, H. & Chang, 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

Redundancy
Online searching
Experiments

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

Processing
Experiments

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

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

Research output: Contribution to journalArticle

Application programming interfaces (API)
Sampling
Monitoring
Costs
Experiments
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

Information retrieval
Experiments

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

Experiments

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

Demonstrations

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

Experiments
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

Reusability
Scalability
Reinforcement
Concretes
Sampling
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

Query processing
Concretes
Experiments

Data-oriented content query system: Searching for data into text on the web

Zhou, M., Cheng, T. & Chang, K. C. C., Apr 20 2010, WSDM 2010 - Proceedings of the 3rd ACM International Conference on Web Search and Data Mining. p. 121-130 10 p. (WSDM 2010 - Proceedings of the 3rd ACM International Conference on Web Search and Data Mining).

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

Query languages
Query processing
Concretes
Processing

DoCQS: A prototype system for supporting data-oriented content query

Zhou, M., Cheng, T. & Chang, K. C-C., Jul 23 2010, Proceedings of the 2010 International Conference on Management of Data, SIGMOD '10. p. 1211-1214 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Query languages
Data structures
Demonstrations