Dr. MA Jianghong (馬江虹)

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Research Output

  1. 2024
  2. Online published

    FPSR+: Toward Robust, Efficient and Scalable Collaborative Filtering With Partition-aware Item Similarity Modeling

    Wei, T., Chow, T. W. S. & Ma, J., 2 Jul 2024, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Check@CityULib
  3. Published

    Multiclass and Multilabel Classifications by Consensus and Complementarity-Based Multiview Latent Space Projection

    Ma, J., Kou, W., Lin, M., Cho, C. C. M. & Chiu, B., Mar 2024, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 54, 3, p. 1705-1718

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  4. Published

    Extractive Negative Opinion Summarization of Consumer Electronics Reviews

    Zhao, Y., Ma, J. & Chow, T. W. S., Feb 2024, In: IEEE Transactions on Consumer Electronics. 70, 1, p. 3521-3528 8 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  5. Published

    Mannequin2Real: A Two-Stage Generation Framework for Transforming Mannequin Images Into Photorealistic Model Images for Clothing Display

    Zhang, H., Mu, X., Li, G., Xu, Z., Yu, X. & Ma, J., Feb 2024, In: IEEE Transactions on Consumer Electronics. 70, 1, p. 2773-2783

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  6. Published

    Dynamic Balanced Dual Prototypical Domain Generalization for Cross-Machine Fault Diagnosis

    Jia, L., Chow, T. W. S., Wang, Y. & Ma, J., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 10 p., 3516610.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  7. 2023
  8. Online published

    Latent Topic-Aware Multioutput Learning

    Ma, J. & Chow, T. W. S., 15 Aug 2023, (Online published) In: IEEE Transactions on Systems, Man, and Cybernetics: Systems.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  9. Published

    Asymmetric feature interaction for interpreting model predictions

    Lu, X., Ma, J. & Zhang, H., Jul 2023, Findings of the Association for Computational Linguistics: ACL 2023. Rogers, A., Boyd-Graber, J. & Okazaki, N. (eds.). Association for Computational Linguistics (ACL), p. 4666-4678 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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  10. Published

    Collaborative Residual Metric Learning

    Wei, T., Ma, J. & Chow, T. W. S., Jul 2023, SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York: Association for Computing Machinery, p. 1107-1116 10 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Check@CityULib
  11. Published

    ExpGCN: Review-aware Graph Convolution Network for explainable recommendation

    Wei, T., Chow, T. W. S., Ma, J. & Zhao, M., Jan 2023, In: Neural Networks. 157, p. 202-215

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 15
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  12. Published

    Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation

    Wei, T., Ma, J. & Chow, T. W. S., 2023, The ACM Web Conference 2023: Proceedings of The World Wide Web Conference WWW 2023. New York, NY: Association for Computing Machinery, p. 823-832

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 2
    Check@CityULib
  13. 2022
  14. Online published

    Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation

    Ma, J., Kou, W., Lin, M., Cho, C. C. M. & Chiu, B., 5 Dec 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  15. Published

    Multilabel Classification With Group-Based Mapping: A Framework With Local Feature Selection and Local Label Correlation

    Ma, J., Chiu, B. C. Y. & Chow, T. W. S., Jun 2022, In: IEEE Transactions on Cybernetics. 52, 6, p. 4596-4610 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 18
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  16. Online published

    Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation

    Wei, T., Chow, T. W. S. & Ma, J., 12 May 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 13 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  17. Published

    Semantic-Gap-Oriented Feature Selection and Classifier Construction in Multilabel Learning

    Ma, J., Chow, T. W. S. & Zhang, H., Jan 2022, In: IEEE Transactions on Cybernetics. 52, 1, p. 101-115 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 11
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  18. Published

    Topic-Based Instance and Feature Selection in Multilabel Classification

    Ma, J. & Chow, T. W. S., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 315-329 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 13
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  19. 2021
  20. Published

    Multilabel Classification with Label-Specific Features and Classifiers: A Coarse- And Fine-Tuned Framework

    Ma, J., Zhang, H. & Chow, T. W. S., Feb 2021, In: IEEE Transactions on Cybernetics. 51, 2, p. 1028-1042 8809380.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 32
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  21. 2020
  22. Published

    Latent Topic-Aware Multi-label Classification

    Ma, J. & Liu, Y., 2020, Computer Vision – ECCV 2020: Proceedings, Part XIV. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J. (eds.). Springer, p. 558-573 (Lecture Notes in Computer Science ; vol. 12359).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 1
    Check@CityULib
  23. 2019
  24. Published

    Label-specific feature selection and two-level label recovery for multi-label classification with missing labels

    Ma, J. & Chow, T. W. S., Oct 2019, In: Neural Networks. 118, p. 110-126

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 19
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  25. Published

    Topic-Based Algorithm for Multilabel Learning With Missing Labels

    Ma, J. & Chow, T. W. S., Jul 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 7, p. 2138-2152

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 14
    Check@CityULib
  26. 2018
  27. Published

    Robust non-negative sparse graph for semi-supervised multi-label learning with missing labels

    Ma, J. & Chow, T. W. S., Jan 2018, In: Information Sciences. 422, p. 336-351

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 29
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