Dr. MA Yun (馬芸)

Research Output

  1. 2021
  2. Published

    MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization

    Chen, Y., Ma, Y., Ko, T., Wang, J. & Li, Q., Jan 2021, Proceedings of ICPR 2020: 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers, p. 407-414 9413158. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Check@CityULib
  3. 2020
  4. Published

    Mixing Up Real Samples and Adversarial Samples for Semi-Supervised Learning

    Ma, Y., Mao, X., Chen, Y. & Li, Q., Jul 2020, 2020 International Joint Conference on Neural Networks (IJCNN) - 2020 Conference Proceedings. IEEE, 9207038. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 1
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  5. Published

    Generating Adversarial Examples by Adversarial Networks for Semi-supervised Learning

    Ma, Y., Mao, X., Chen, Y. & Li, Q., Jan 2020, Web Information Systems Engineering – WISE 2019 - 20th International Conference, Proceedings. Cheng, R., Mamoulis, N. & Sun, Y. (eds.). Springer, p. 115-129 (Lecture Notes in Computer Science; vol. 11881).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Check@CityULib
  6. 2019
  7. Published

    A weakly-supervised extractive framework for sentiment-preserving document summarization

    Ma, Y. & Li, Q., Jul 2019, In: World Wide Web. 22, 4, p. 1401–1425

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  8. Published

    Multi-Task Learning for Abstractive and Extractive Summarization

    Chen, Y., Ma, Y., Mao, X. & Li, Q., Mar 2019, In: Data Science and Engineering. 4, 1, p. 14-23

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 7
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  9. 2018
  10. Published

    Abstractive Summarization with the Aid of Extractive Summarization

    Chen, Y., Ma, Y., Mao, X. & Li, Q., Jul 2018, Web and Big Data: Second International Joint Conference, APWeb-WAIM 2018, Proceedings. Cai, Y., Ishikawa, Y. & Xu, J. (eds.). Springer, Cham, Vol. 1. p. 3-15 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); vol. LNCS 10987).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 1
    Check@CityULib
  11. 2017
  12. Published

    Event cube – A conceptual framework for event modeling and analysis

    Li, Q., Ma, Y. & Yang, Z., Oct 2017, Web Information Systems Engineering – WISE 2017: 18th International Conference, Puschino, Russia, October 7-11, 2017, Proceedings, Part I. Bouguettaya, A., Gao, Y., Klimenko, A., Chen, L., Zhang, X., Dzerzhinskiy, F., Jia, W., V. Klimenko, S. & Li, Q. (eds.). Springer, Cham, p. 499-515 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10569 LNCS).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 1
    Check@CityULib
  13. Published

    Dual graph regularized NMF model for social event detection from Flickr data

    Yang, Z., Li, Q., Liu, W., Ma, Y. & Cheng, M., Sep 2017, In: World Wide Web. 20, 5, p. 995-1015

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 16
    Check@CityULib
  14. Published

    Learning Word Embeddings via Context Grouping

    Ma, Y., Li, Q., Yang, Z., Liu, W. & Chan, A. B., 12 May 2017, ACM TUR-C '17 : Proceedings of the ACM Turing 50th Celebration Conference - China. New York: ACM, p. 1-10 24. (ACM International Conference Proceeding Series; vol. F127754).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Check@CityULib
  15. Published

    Dual structure constrained multimodal feature coding for social event detection from flickr data

    Yang, Z., Li, Q., Lu, Z., Ma, Y., Gong, Z. & Liu, W., 1 Mar 2017, In: ACM Transactions on Internet Technology. 17, 2, 19.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 15
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  16. 2016
  17. Published

    Learning Manifold Representation from Multimodal Data for Event Detection in Flickr-Like Social Media

    Yang, Z., Li, Q., Liu, W. & MAa, Y., 2016, Database Systems for Advanced Applications: DASFAA 2016 International Workshops: BDMS, BDQM, MoI, and SeCoP, Dallas, TX, USA, April 16-19, 2016, Proceedings. Gao, H., Kim, J. & Sakurai, Y. (eds.). Springer, p. 160-167 (Lecture Notes in Computer Science; vol. LNCS 9645).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 3
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  18. 2015
  19. Published

    Semi-Supervised Multimodal Fusion Model for Social Event Detection on Web Image Collections

    YANG, Z., LI, Q., LU, Z., MA, Y., GONG, Z., PAN, H. & CHEN, Y., Oct 2015, In: International Journal of Multimedia Data Engineering & Management. 6, 4, p. 1-22

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  20. Published

    Semi-supervised Multimodal Clustering Algorithm Integrating Label Signals for Social Event Detection

    Yang, Z., Li, Q., Lu, Z., Ma, Y., Gong, Z. & Pan, H., 9 Jul 2015, Proceedings - 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015. Institute of Electrical and Electronics Engineers Inc., p. 32-39 7153853

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 5
    Check@CityULib
  21. Published

    An SVD-based Multimodal Clustering method for Social Event Detection

    Ma, Y., Li, Q., Yang, Z., Lu, Z., Pan, H. & Chan, A. B., 19 Jun 2015, Proceedings - International Conference on Data Engineering. IEEE Computer Society, Vol. 2015-June. p. 202-209 7129577

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 1
    Check@CityULib