Byron CHOI

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Byron CHOI, Prof

 https://orcid.org/0000-0002-8381-336X

Accepting PhD Students

20032024

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  • PP-DBLP: Modeling and generating attributed public-private networks with DBLP

    HUANG, X., Jiang, J., CHOI, K. K., XU, J., ZHANG, Z. & SONG, C., 7 Feb 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Li, Z., Zhu, F. & Tong, H. (eds.). IEEE Computer Society, p. 986-989 4 p. 8637409. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • PPKWS: An efficient framework for keyword search on public-private networks

    Jiang, J., Huang, X., Choi, K. K., Xu, J., Bhowmick, S. S. & Xu, L., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 457-468 12 p. 9101546. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    3 Citations (Scopus)

  • Predicting the optimal ad-hoc index for reachability queries on graph databases

    Deng, J., Liu, F., PENG, Y., CHOI, K. K. & XU, J., 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 2357-2360 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Privacy-preserving reachability query services for massive networks

    Jiang, J., Yi, P., CHOI, K. K., ZHANG, Z. & Yu, X., 24 Oct 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 145-154 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Privacy preserving strong simulation queries on large graphs

    Xu, L., Jiang, J., Choi, B., Xu, J. & Bhowmick, S. S., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, p. 1500-1511 12 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE); vol. 2021-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Private proximity detection and monitoring with vicinity regions

    Lin, X., HU, H., Li, H. P., XU, J. & CHOI, K. K., 2013, 12th International ACM Workshop on Data Engineering for Wireless and Mobile Acess, MobiDE 2013 - In Conjunction with the ACM SIGMOD/PODS 2013. p. 5-12 8 p. (12th International ACM Workshop on Data Engineering for Wireless and Mobile Acess, MobiDE 2013 - In Conjunction with the ACM SIGMOD/PODS 2013).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Private search on key-value stores with hierarchical indexes

    HU, H., XU, J., Xu, X., Pei, K., CHOI, K. K. & Zhou, S., 2014, 2014 IEEE 30th International Conference on Data Engineering, ICDE 2014. IEEE Computer Society, p. 628-639 12 p. 6816687. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    20 Citations (Scopus)

  • Processing private queries over untrusted data cloud through privacy homomorphism

    HU, H., XU, J., Ren, C. & CHOI, K. K., 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 601-612 12 p. 5767862. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    180 Citations (Scopus)

  • QUBLE: Blending visual subgraph query formulation with query processing on large networks

    Hung, H. H., Bhowmick, S. S., Truong, B. Q., CHOI, K. K. & Zhou, S., 2013, SIGMOD 2013 - International Conference on Management of Data. p. 1097-1100 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    9 Citations (Scopus)

  • Selectivity estimation of twig queries on cyclic graphs

    PENG, Y., CHOI, K. K. & XU, J., 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 960-971 12 p. 5767893. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

    Li, G., Choi, B., Xu, J., Bhowmick, S. S., Chun, K. P. & Wong, G. L. H., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8375-8383 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 9)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    24 Citations (Scopus)

  • SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization

    Chan, T. N., U, L. H., Choi, B. K. K. & Xu, J., Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2120–2134 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Social-aware top-k spatial keyword search

    Wu, D., Li, Y., CHOI, K. K. & XU, J., 5 Oct 2014, Proceedings - 2014 IEEE 15th International Conference on Mobile Data Management, IEEE MDM 2014. IEEE, p. 235-244 10 p. 6916926. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 1).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    25 Citations (Scopus)

  • Spatial-aware interest group queries in location-based social networks

    Li, Y., Wu, D., XU, J., CHOI, K. K. & Su, W., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 2643-2646 4 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • Spectral decomposition for optimal graph index prediction

    Song, L., PENG, Y., CHOI, K. K., XU, J. & He, B., 2013, Advances in Knowledge Discovery and Data Mining - 17th Pacific-Asia Conference, PAKDD 2013, Proceedings. PART 1 ed. p. 187-200 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7818 LNAI, no. PART 1).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • StableBuffer: Optimizing write performance for DBMS applications on flash devices

    Li, Y., XU, J., CHOI, K. K. & HU, H., 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 339-348 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Structure-preserving subgraph query services

    Fan, Z., CHOI, K. K., Chen, Q., XU, J., HU, H. & Bhowmick, S. S., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. IEEE, p. 1532-1533 2 p. 7498410. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • SVP-T: A Shape-level Variable-Position Transformer for Multivariate Time Series Classification

    Zuo, R., Li, G., Choi, B., Bhowmick, S. S., Mah, D. N. Y. & Wong, G. L. H., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023. Williams, B., Chen, Y. & Neville, J. (eds.). 1st ed. Washington, DC: AAAI press, p. 11497-11505 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 9).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access

  • Top-k Graph Summarization on Hierarchical DAGs

    Zhu, X., Huang, X., Choi, K. K. & Xu, J., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 1903-1912 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Updating recursive XML views of relations

    Choi, B., Cong, G., Fan, W. & Vigias, S. D., Apr 2007, 2007 IEEE 23rd International Conference on Data Engineering, ICDE 2007. IEEE, p. 766-775 10 p. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    15 Citations (Scopus)

  • VColor: A practical vertex-cut based approach for coloring large graphs

    PENG, Y., CHOI, K. K., He, B., Zhou, S., Xu, R. & Yu, X., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. IEEE, p. 97-108 12 p. 7498232. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)

  • Vectorizing and querying large XML repositories

    Buneman, P., Choi, B., Fan, W., Hutchison, R., Mann, R. & Viglas, S. D., Apr 2005, 21st International Conference on Data Engineering (ICDE'05). IEEE, p. 261-272 12 p. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    42 Citations (Scopus)

  • ViSual: An HCI-inspired simulator for blending visual subgraph query construction and processing

    Bhowmick, S. S., Chua, H. E., Thian, B. & CHOI, K. K., 26 May 2015, 2015 IEEE 31st International Conference on Data Engineering, ICDE 2015. IEEE Computer Society, p. 1480-1483 4 p. 7113406. (Proceedings - International Conference on Data Engineering; vol. 2015-May).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    4 Citations (Scopus)

  • Visualet: Visualizing Shapelets for Time Series Classification

    Li, G., Choi, K. K., Bhowmick, S. S., Wong, G. L. H., Chun, K. P. & Li, S., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3429-3432 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)