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Guimu Guo

Calculated based on number of publications stored in Pure and citations from Scopus
20172023

Research activity per year

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  • 2023

    Accelerating k-Core Decomposition by a GPU

    Ahmad, A., Yuan, L., Yan, D., Guo, G., Chen, J. & Zhang, C., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 1818-1831 14 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2022

    Distributed Task-Based Training of Tree Models

    Yan, D., Chowdhury, M. M. R., Guo, G., Kahlil, J., Jiang, Z. & Prasad, S., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 2237-2249 13 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • G-thinker: a general distributed framework for finding qualified subgraphs in a big graph with load balancing

    Yan, D., Guo, G., Khalil, J., Özsu, M. T., Ku, W. S. & Lui, J. C. S., Mar 2022, In: VLDB Journal. 31, 2, p. 287-320 34 p.

    Research output: Contribution to journal › Article › peer-review

    5 Scopus citations

  • Maximal Directed Quasi -Clique Mining

    Guo, G., Yan, D., Yuan, L., Khalil, J., Long, C., Jiang, Z. & Zhou, Y., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE Computer Society, p. 1900-1913 14 p. (Proceedings - International Conference on Data Engineering; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

  • Parallel mining of large maximal quasi-cliques

    Khalil, J., Yan, D., Guo, G. & Yuan, L., Jul 2022, In: VLDB Journal. 31, 4, p. 649-674 26 p.

    Research output: Contribution to journal › Article › peer-review

    7 Scopus citations

  • PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patterns

    Yan, D., Qu, W., Guo, G., Wang, X. & Zhou, Y., Mar 2022, In: VLDB Journal. 31, 2, p. 253-286 34 p.

    Research output: Contribution to journal › Article › peer-review

    16 Scopus citations
  • 2021

    Biological Network Mining

    Yue, Z., Yan, D., Guo, G. & Chen, J. Y., 2021, Methods in Molecular Biology. Humana Press Inc., p. 139-151 13 p. (Methods in Molecular Biology; vol. 2328).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    1 Scopus citations

  • Drone-Based Tower Survey by Multi-Task Learning

    Sami, M. T., Yan, D., Huang, H., Liang, X., Guo, G. & Jiang, Z., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6011-6013 3 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Realistic Transport Simulation for Studying the Impacts of Shared Micromobility Services

    Khalil, J., Yan, D., Guo, G., Sami, M. T., Roy, J. B. & Sisiopiku, V. P., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5935-5937 3 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Scalable de Novo Genome Assembly Using a Pregel-Like Graph-Parallel System

    Guo, G., Chen, H., Yan, D., Cheng, J., Chen, J. Y. & Chong, Z., Mar 1 2021, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 2, p. 731-744 14 p., 8731736.

    Research output: Contribution to journal › Article › peer-review

    3 Scopus citations

  • Traffic Study of Shared Micromobility Services by Transportation Simulation

    Khalil, J., Yan, D., Guo, G., Sami, M. T., Roy, J. B. & Sisiopiku, V. P., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3691-3699 9 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2020

    Accurate Tensor Decomposition with Simultaneous Rank Approximation for Surveillance Videos

    Karim, R. G., Guo, G., Yan, D. & Navasca, C., Nov 1 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE Computer Society, p. 842-846 5 p. 9443285. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • G-thinker: A distributed framework for mining subgraphs in a big graph

    Yan, D., Guo, G., Rahman Chowdhury, M. M., Tamer Ozsu, M., Ku, W. S. & Lui, J. C. S., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1369-1380 12 p. 9101533. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Scopus citations

  • Parallel mining of frequent subtree patterns

    Qu, W., Yan, D., Guo, G., Wang, X., Zou, L. & Zhou, Y., 2020, Software Foundations for Data Interoperability and Large Scale Graph Data Analytics - 4th International Workshop, SFDI 2020, and 2nd International Workshop, LSGDA 2020, held in Conjunction with VLDB 2020, Proceedings. Qin, L., Zhang, W., Zhang, Y., Peng, Y., Kato, H., Wang, W. & Xiao, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-32 15 p. (Communications in Computer and Information Science; vol. 1281).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • PrefixFPM: A parallel framework for general-purpose frequent pattern mining

    Yan, D., Qu, W., Guo, G. & Wang, X., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1938-1941 4 p. 9101529. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations

  • Scalable mining of maximal quasi-cliques: An algorithm-system codesign approach

    Guo, G., Yan, D., Özsu, M. T., Jiang, Z. & Khalil, J., 2020, In: Proceedings of the VLDB Endowment. 14, 4, p. 573-585 13 p.

    Research output: Contribution to journal › Article › peer-review

    10 Scopus citations
  • 2019

    EasyRain: A User-Friendly Platform for Comparing Precipitation Nowcasting Models

    Cheng, J., Guo, G., Yan, D., Hao, X. & Ng, W., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6019-6021 3 p. 9006433. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Parallel clique-like subgraph counting and listing

    Yang, Y., Yan, D., Zhou, S. & Guo, G., 2019, Conceptual Modeling - 38th International Conference, ER 2019, Proceedings. Laender, A. H. F., Pernici, B., Lim, E.-P. & de Oliveira, J. P. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 484-497 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11788 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Realistic Transport Simulation: Tackling the Small Data Challenge with Open Data

    Guo, G., Khalil, J. M., Yan, D. & Sisiopiku, V., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4512-4519 8 p. 9006457. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Realistic Transport Simulation with Open Data

    Guo, G., Khalil, J. M., Yan, D. & Sisiopiku, V., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6066-6068 3 p. 9006291. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • T-thinker: A task-centric distributed framework for compute-intensive divide-and-conquer algorithms

    Yan, D., Guo, G., Chowdhury, M. M. R., Ozsu, M. T., Lui, J. C. S. & Tan, W., Feb 16 2019, PPoPP 2019 - Proceedings of the 24th Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 411-412 2 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations
  • 2017

    Traffic crash prediction based on incremental learning algorithm

    Sun, P., Guo, G. & Yu, R., Oct 20 2017, 2017 IEEE 2nd International Conference on Big Data Analysis, ICBDA 2017. Institute of Electrical and Electronics Engineers Inc., p. 182-185 4 p. 8078803. (2017 IEEE 2nd International Conference on Big Data Analysis, ICBDA 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations