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Hui-Ju Hung

Assistant Professor

20122026

Research activity per year

Personal profile

Research Expertise

Social network analytics, graph optimization problems, data mining, big data, deep learning

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

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Collaborations and top research areas from the last five years

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  • 12 Conference contribution
  • 3 Article
  • 1 Paper
  • 1 Conference article

  • Efficient Detection of k-Plex Structures in Large Graphs Through Constraint Learning

    Hung, H. J., Lu, C. H., Huang, Y. Y., Chang, M. Y., Ho, Y. C. & Shen, C. Y., 2025, In: IEEE Transactions on Computational Social Systems. 12, 4, p. 1584-1597 14 p.

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

  • Learning to Solve Combinatorial Optimization Problems on Graphs with State-Aware Multi-Relation Aggregation

    Hung, H. J., Lee, W. C., Fu, T. Y., Shen, C. Y. & Lei, Z., 8 Apr 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 490-491 2 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  • Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving

    Hung, H. J., Lee, W. C., Shen, C. Y., He, F. & Lei, Z., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D.-N., Xie, X., Tseng, V. S., Pei, J., Huang, J.-W. & Lin, J.C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 339-351 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14646 LNAI).

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

    1 Scopus citations

  • Efficient Algorithms towards Network Intervention

    Hung, H. J., Lee, W. C., Yang, D. N., Shen, C. Y., Lei, Z. & Chow, S. M., 20 Apr 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2021-2031 11 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

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

    Open Access
    9 Scopus citations

  • Multi-Source Learning for Sales Prediction

    Tsai, K. H., Wang, Y. S., Kuo, H. Y., Tsai, J. Y., Chang, C. C., Hung, H. J. & Shuai, H. H., 9 May 2018, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 148-153 6 p. (Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017).

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

    1 Scopus citations
View all 17 Research outputs