20152022

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  • 2020

    Mesoscale Anisotropically-Connected Learning

    Tan, Q., LIU, Y. & LIU, J., 17 Sep 2020, Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 171-180 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12117 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    Open Access
  • Metric-Guided Multi-task Learning

    Ren, J., LIU, Y. & LIU, J., 17 Sep 2020, Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 21-31 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12117 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    Open Access
  • 2019

    Ewgan: Entropy-based wasserstein gan for imbalanced learning

    Ren, J., LIU, Y. & LIU, J., 17 Jul 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. 10011-10012 2 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    Open Access
    11 Citations (Scopus)
  • Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery

    LIU, Y., Gu, Z., Ko, T. H. & LIU, J., 10 Jan 2019, Proceedings - 2018 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2018. IEEE, p. 310-317 8 p. 8609608. (Proceedings - 2018 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2018).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • 2018

    Bayesian network structure learning: The two-step clustering-based algorithm

    Zhang, Y., LIU, J. & LIU, Y., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 8183-8184 2 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

  • Joint learning of phenotypes and diagnosis-medication correspondence via hidden interaction tensor factorization

    Yin, K., CHEUNG, K. W., LIU, Y., Fung, B. C. M. & Poon, J., Jul 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 3627-3633 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    Open Access
    6 Citations (Scopus)
  • Learning perceptual embeddings with two related tasks for joint predictions of media interestingness and emotions

    LIU, Y., Gu, Z., Ko, T. H. & Hua, K. A., 5 Jun 2018, ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 420-427 8 p. (ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • Motif-aware diffusion network inference

    Tan, Q., LIU, Y. & LIU, J., 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 638-650 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Public health surveillance with incomplete data - Spatio-temporal imputation for inferring infectious disease dynamics

    Tan, Q., LIU, J., SHI, B., LIU, Y. & Zhou, X. N., 24 Jul 2018, Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018. IEEE, p. 255-264 10 p. 8419369. (Proceedings - 2018 IEEE International Conference on Healthcare Informatics, ICHI 2018).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    Open Access
    2 Citations (Scopus)
  • Sparse multi-label bilinear embedding on stiefel manifolds

    LIU, Y., Dong, G. & Gu, Z., 2018, Foundations of Intelligent Systems - 24th International Symposium, ISMIS 2018, Proceedings. Japkowicz, N., Papadopoulos, G. A., Ceci, M., Ras, Z. W. & Liu, J. (eds.). Springer Verlag, p. 203-213 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11177 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

  • Who is the Mr. Right for your brand? - Discovering brand key assets via multi-modal asset-aware projection

    LIU, Y., Ko, T. H. & Gu, Z., 27 Jun 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery (ACM), p. 1113-1116 4 p. (41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2017

    Brand key asset discovery via cluster-wise biased discriminant projection

    Liu, Y., Gu, Z., Ko, T. H. & Liu, J., 23 Aug 2017, Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017. Association for Computing Machinery (ACM), p. 284-290 7 p. (Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • HKBU at mediaeval 2017 medico: Medical multimedia task

    LIU, Y., Gu, Z. & CHEUNG, K. W., Sep 2017, MediaEval 2017. CEUR-WS, Vol. 1984. (CEUR Workshop Proceedings).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    File
    2 Citations (Scopus)
    3 Downloads (Pure)
  • Learning Music Emotions via Quantum Convolutional Neural Network

    Chen, G., Liu, Y., Cao, J., Zhong, S., LIU, Y., Hou, Y. & Zhang, P., 2017, Brain Informatics - International Conference, BI 2017, Proceedings. Zeng, Y., Xu, B., Martone, M., He, Y., Peng, H., Luo, Q. & Kotaleski, J. H. (eds.). Springer Verlag, p. 49-58 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10654 LNAI).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Multi-view manifold learning for media interestingness prediction

    LIU, Y., Gu, Z., CHEUNG, Y. M. & Hua, K. A., 6 Jun 2017, ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 308-314 7 p. (ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    Open Access
    14 Citations (Scopus)
  • Scalable group audio-based authentication scheme for IoT devices

    Gu, Z. L. & LIU, Y., 17 Jan 2017, Proceedings - 12th International Conference on Computational Intelligence and Security, CIS 2016. IEEE, p. 277-281 5 p. 7820461. (Proceedings - 12th International Conference on Computational Intelligence and Security, CIS 2016).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • 2016

    Learning music emotion primitives via supervised dynamic clustering

    Liu, Y., Zhang, X., Chen, G., Zhang, K. & LIU, Y., 1 Oct 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery (ACM), p. 222-226 5 p. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

  • Quality preserved data summarization for fast hierarchical clustering

    Zhang, Y., CHEUNG, Y. M. & LIU, Y., 31 Oct 2016, 2016 International Joint Conference on Neural Networks, IJCNN 2016. IEEE, p. 4139-4146 8 p. 7727739. (Proceedings of the International Joint Conference on Neural Networks; vol. 2016-October).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2015

    What makes the stego image undetectable?

    Wu, S., Liu, Y., Zhong, S. & LIU, Y., 19 Aug 2015, ICIMCS 2015 - Proceedings of the 7th International Conference on Internet Multimedia Computing and Service. Smith, J., Wang, S., Jain, R., Zhang, T., Sang, J., Li, G. & Jiang, S. (eds.). Association for Computing Machinery (ACM), p. 28-33 6 p. (ACM International Conference Proceeding Series; vol. 2015-August).

    Research output: Chapter in book/report/conference proceedingConference contributionpeer-review

    Open Access
    2 Citations (Scopus)