• Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
20152021

Research activity per year

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  • 2021

    Dynamic Memory based Attention Network for Sequential Recommendation

    Tan, Q., Zhang, J., Liu, N., Huang, X., Yang, H., ZHOU, J. & Hu, X., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. p. 4384-4392 (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • Temporal Augmented Graph Neural Networks for Session-Based Recommendations

    Zhou, H., Tan, Q., Huang, X., Zhou, K. & Wang, X., 11 Jul 2021, 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1-5 5 p. (Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • Unsupervised Graph Alignment with Wasserstein Distance Discriminator

    Gao, J., Huang, X. & Li, J., 14 Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 426-435 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • 2020

    Multi-channel graph neural networks

    Zhou, K., Song, Q., Huang, X., Zha, D., Zou, N. & Hu, X., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 1352-1358 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    2 Citations (Scopus)
  • Scalable Social Tie Strength Measuring

    Zhong, Y., Huang, X., Li, J. & Hu, X., 2020, 2020 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining . p. 288-295 (IEEE/ACM International Conference on Advances in Social Network Analysis and Mining ).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • Towards Deeper Graph Neural Networks with Differentiable Group Normalization

    Zhou, K., Huang, X., Li, Y., Zha, D., Chen, R. & Hu, X., 2020, Thirty-fourth Annual Conference on Neural Information Processing Systems. p. 1-12 (Annual Conference on Neural Information Processing Systems).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • 2019

    Graph recurrent networks with attributed random walks

    Huang, X., Song, Q., Li, Y. & Hu, X., 25 Jul 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 732-740 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    30 Citations (Scopus)
  • Knowledge graph embedding based question answering

    Huang, X., Zhang, J., Li, D. & Li, P., 30 Jan 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 105-113 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    155 Citations (Scopus)
  • Large-scale heterogeneous feature embedding

    Huang, X., Song, Q., Yang, F. & Hu, X., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 3878-3885 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    12 Citations (Scopus)
  • Learning from networks: Algorithms, theory, and applications

    Huang, X., Cui, P., Dong, Y., Li, J., Liu, H., Pei, J., Song, L., Tang, J., Wang, F., Yang, H. & Zhu, W., 25 Jul 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3221-3222 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    2 Citations (Scopus)
  • SpeCAE: Spectral autoencoder for anomaly detection in attributed networks

    Li, Y., Huang, X., Li, J., Du, M. & Zou, N., 3 Nov 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2233-2236 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    22 Citations (Scopus)
  • 2018

    Exploring expert cognition for atributed network embedding

    Huang, X., Song, Q., Li, J. & Hu, X., 2 Feb 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 270-278 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    25 Citations (Scopus)
  • Link prediction with personalized social influence

    Huo, Z., Huang, X. & Hu, X., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 2289-2296 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    13 Citations (Scopus)
  • Multi-label Adversarial Perturbations

    Song, Q., Jin, H., Huang, X. & Hu, X., 27 Dec 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1242-1247 6 p. 8594975. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    9 Citations (Scopus)
  • On interpretation of network embedding via taxonomy induction

    Liu, N., Huang, X., Li, J. & Hu, X., 19 Jul 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1812-1820 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    24 Citations (Scopus)
  • 2017

    Accelerated attributed network embedding

    Huang, X., Li, J. & Hu, X., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 633-641 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    190 Citations (Scopus)
  • Accelerated local anomaly detection via resolving attributed networks

    Liu, N., Huang, X. & Hu, X., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2337-2343 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    27 Citations (Scopus)
  • Label informed attributed network embedding

    Huang, X., Li, J. & Hu, X., 2 Feb 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 731-739 9 p. (WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    280 Citations (Scopus)
  • Multi-aspect streaming tensor completion

    Song, Q., Huang, X., Ge, H., Caverlee, J. & Hu, X., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 435-443 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    29 Citations (Scopus)
  • 2015

    Index coding and network coding via rank minimization

    Huang, X. & El Rouayheb, S., 17 Dec 2015, ITW 2015 - 2015 IEEE Information Theory Workshop. Institute of Electrical and Electronics Engineers Inc., p. 14-18 5 p. 7360725. (ITW 2015 - 2015 IEEE Information Theory Workshop).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    17 Citations (Scopus)