19962019

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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Toward large scale data-aware search: Ranking, indexing, resolution and beyond

Cheng, T. & Chang, K. C-C., May 28 2010, ICDE Workshops 2010 - The 2010 IEEE 26th International Conference on Data Engineering Workshops. p. 297-300 4 p. 5452729. (Proceedings - International Conference on Data Engineering).

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

Towards rich query interpretation: Walking back and forth for mining query templates

Agarwal, G., Kabra, G. & Chang, K. C. C., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1-10 10 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

2009

AIDE: Ad-hoc intents detection engine over query logs

Jiang, Y., Yang, H. T., Chang, K. C-C. & Chen, Y. S., Dec 4 2009, SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems. p. 1091-1093 3 p. (SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems).

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

2008

Integrating web query results: Holistic schema matching

Chuang, S. L. & Chang, K. C. C., Dec 1 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 33-42 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

2007

Collaborative wrapping: A turbo framework for Web data extraction

Chuang, S. L., Chang, K. C. C. & Zhai, C. X., Sep 24 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1261-1262 2 p. 4221778. (Proceedings - International Conference on Data Engineering).

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

Context-aware wrapping: Synchronized data extraction

Chuang, S. L., Chang, K. C-C. & Zhai, C., Jan 1 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, Inc, p. 699-710 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

Dewex: An exploration facility for enabling the deep Web integration

Kabra, G., Zhang, Z. & Chang, K. C-C., Sep 24 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1511-1512 2 p. 4221848. (Proceedings - International Conference on Data Engineering).

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

EntityRank: Searching entities directly and holistically

Cheng, T., Yan, X. & Chang, K. C. C., Jan 1 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, Inc, p. 387-398 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

Progressive and selective merge: Computing top-k with ad-hoc ranking functions

Xin, D., Han, J. & Chang, K. C-C., Oct 30 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 103-114 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Supporting entity search: A large-scale prototype search engine

Cheng, T., Yan, X. & Chang, K. C-C., Oct 30 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 1144-1146 3 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Supporting ranking and clustering as generalized order-by and group-by

Li, C., Wang, M., Lim, L., Wang, H. & Chang, K. C. C., Oct 30 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 127-138 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Top-k query processing in uncertain databases

Soliman, M. A., Ilyas, I. F. & Chang, K. C. C., Sep 24 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 896-905 10 p. 4221738. (Proceedings - International Conference on Data Engineering).

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

URank: Formulation and efficient evaluation of top-k queries in uncertain databases

Soliman, M. A., Ilyas, I. F. & Chang, K. C-C., Oct 30 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 1082-1084 3 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

2006

Accessing the web: From search to integration

Chang, K. C. C. & Cho, J., Dec 1 2006, SIGMOD 2006 - Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 804-805 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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