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Research Output

2017

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

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., 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., 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., Karahalios, K. & Parameswaran, A., 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

Leveraging fine-grained wikipedia categories for entity search

Ma, D., Chen, Y., Chang, K. C. C., Du, X., Xu, C. & Chang, Y., Apr 10 2018, The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1623-1632 10 p. (The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018).

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

Open Access

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

Subgraph-augmented path embedding for semantic user search on heterogeneous social network

Liu, Z., Zheng, V. W., Zhao, Z., Yang, H., Chang, K. C. C., Wu, M. & Ying, J., Apr 10 2018, The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1613-1622 10 p. (The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018).

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

Open Access

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

Bendre, M., Venkataraman, V., Zhou, X., Chang, K. & Parameswaran, A., 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

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. & Parameswaran, A., 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

Nonintrusive Smartphone User Verification Using Anonymized Multimodal Data

Cao, H. & Chang, K. C. C., Mar 1 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 3, p. 479-492 14 p., 8341498.

Research output: Contribution to journalArticle

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

Yang, C. & Chang, K., 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

Open Access
2020

MC-Explorer: Analyzing and visualizing motif-cliques on large networks

Li, B., Cheng, R., Hu, J., Fang, Y., Ou, M., Luo, R., Chang, K. C. C. & Lin, X., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1722-1725 4 p. 9101676. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

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

ROSE: Role-based Signed Network Embedding

Javari, A., Derr, T., Esmailian, P., Tang, J. & Chang, K. C. C., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2782-2788 7 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

Open Access