Daokun Zhang

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Daokun Zhang

Dr

Calculated based on number of publications stored in Pure and citations from Scopus
20162024

Research activity per year

  • 10 Conference contribution
  • 10 Article
  • 2 Review article
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Conference contribution

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  • 2023

    Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating

    Liu, Y., Zheng, Y., Zhang, D., Lee, V. C. S. & Pan, S., 27 Jun 2023, AAAI-23 Technical Tracks 4. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, p. 4516-4524 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

    30 Citations (Scopus)

  • Sample and Feature Enhanced Few-Shot Knowledge Graph Completion

    Zhang, K., Zhang, D., Liu, N., Yang, Y., Xu, Y., Yan, Z., Li, H. & Cui, L., 2023, Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Proceedings. Wang, X., Sapino, M. L., Han, W.-S., El Abbadi, A., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 800-809 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13944 LNCS).

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

  • 2022

    Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment

    Ding, Q., Zhang, D. & Yin, J., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 915-920 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

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

    Open Access
    2 Citations (Scopus)

  • Towards Unsupervised Deep Graph Structure Learning

    Liu, Y., Zheng, Y., Zhang, D., Chen, H., Peng, H. & Pan, S., 25 Apr 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 1392-1403 12 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

    Open Access
    92 Citations (Scopus)
  • 2021

    Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization

    Wang, S., Zhang, D., Cui, L., Lu, X., Liu, L. & Li, Q., 2021, Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Proceedings. Jensen, C. S., Lim, E.-P., Yang, D.-N., Chang, C.-H., Xu, J., Peng, W.-C., Huang, J.-W. & Shen, C.-Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 692-700 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12682 LNCS).

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

    2 Citations (Scopus)
  • 2018

    MetaGraph2Vec: Complex semantic path augmented heterogeneous network embedding

    Zhang, D., Yin, J., Zhu, X. & Zhang, C., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Ho, B., Phung, D., Webb, G. I., Tseng, V. S., Ganji, M. & Rashidi, L. (eds.). Springer Verlag, p. 196-208 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10938 LNAI).

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

    Open Access
    102 Citations (Scopus)

  • SINE: Scalable Incomplete Network Embedding

    Zhang, D., Yin, J., Zhu, X. & Zhang, C., 27 Dec 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 737-746 10 p. 8594898. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

    Open Access
    28 Citations (Scopus)
  • 2017

    User profile preserving social network embedding

    Zhang, D., Yin, J., Zhu, X. & Zhang, C., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 3378-3384 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

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

    Open Access
    83 Citations (Scopus)
  • 2016

    Collective classification via discriminative matrix factorization on sparsely labeled networks

    Zhang, D., Yin, J., Zhu, X. & Zhang, C., 24 Oct 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1563-1572 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

    33 Citations (Scopus)

  • Homophily, structure, and content augmented network representation learning

    Zhang, D., Yin, J., Zhu, X. & Zhang, C., 2 Jul 2016, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Zhou, Z.-H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 609-618 10 p. 7837885. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 0).

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

    99 Citations (Scopus)