College of Computing

Department of Data Science

Organisational unit: Academic Departments

Official website
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Research Output

  1. 2025
  2. Published

    Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data

    Leung, C. H. (Co-first Author), Huang, Y. (Co-first Author), Li, Y. & Wu, Q., 11 Apr 2025, Proceedings of the 39th AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI Press, Vol. 39. p. 18209-18217 9 p.

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

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  3. Online published

    How journalism researchers navigate the AI hype: research orientations and intervention recommendations

    Zhang, X., Huang, W. & Zhu, J. J. H., 10 Apr 2025, (Online published) In: Information, Communication and Society.

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

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  4. Published

    AUDAN: An adversarial unsupervised domain adaptation network informed decision-making in audit risk assessment

    OU, Z. & ZHANG, Z., 8 Apr 2025, In: Knowledge-Based Systems. 314, 113171.

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

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  5. Online published

    A learning-based interacting multiple model filter for trajectory prediction of small multirotor drones considering differential sequences

    Tang, R., Ng, K. K. H., Li, L. & Yang, Z., May 2025, In: Transportation Research Part C: Emerging Technologies. 174, 105115.

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

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  6. Online published

    A hierarchical scheme for dynamic monitoring of multi-scale multi-mode systems

    Wang, J., Li, L. & Joe Qin, S., Jul 2025, In: Computers & Chemical Engineering. 198, 109107.

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

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  7. Published

    An efficient continuous control perspective for reinforcement-learning-based sequential recommendation

    Wang, J., Wu, L., Liu, Q. & Yang, Y., 15 Mar 2025, In: Knowledge-Based Systems. 312, 113133.

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

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  8. Published

    Demystifying deep credit models in e-commerce lending: An explainable approach to consumer creditworthiness

    Wang, C., Li, Y., Wang, S. & Wu, Q., 15 Mar 2025, In: Knowledge-Based Systems. 312, 21 p., 113141.

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

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  9. Online published

    Dual Test-time Training for Out-of-distribution Recommender System

    Yang, X. (Co-first Author), Wang, Y. (Co-first Author), Chen, J., Fan, W., Zhao, X., Zhu, E. & Liu, X. & 1 others, Lian, D., 14 Mar 2025, (Online published) In: IEEE Transactions on Knowledge and Data Engineering.

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

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  10. Published

    Methods for Online Peak-Demand Reduction of Large-Load Users with Energy Storage Discharging

    CHEN, M. (Inventor), QIN, S. J. (Inventor), MO, Y. (Inventor) & LIN, Q. (Inventor), 4 Mar 2025, Patent No. US 12,243,112, Priority No. 17/650,089

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

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  11. Online published

    Polysocial risk score, lifestyle, genetic factors and risk of incident lung cancer

    He, Q., Sun, M., Sun, N., Han, Q., Shen, Y. & Li, L., May 2025, In: Public Health. 242, p. 50-57

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

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  12. Published

    ClassTer: Mobile Shift-Robust Personalized Federated Learning via Class-Wise Clustering

    Li, X., Liu, S., Zhou, Z., Xu, Y., Guo, B. & Yu, Z., Mar 2025, In: IEEE Transactions on Mobile Computing. 24, 3, p. 2014-2028

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

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  13. Published

    Deep Learning-Assisted Discovery of Protein Entangling Motifs

    Deng, P., Xu, L., Wei, Y., Sun, F., Li, L., Zhang, W.-B. & Gao, H., Mar 2025, In: Biomacromolecules. 26, 3, p. 1520-1529

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

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  14. Published

    DeepSwarm: towards swarm deep learning with bi-directional optimization of data acquisition and processing

    LIU, S., GUO, B., WANG, Z., WANG, L., ZHOU, Z., LI, X. & YU, Z., Mar 2025, In: Frontiers of Computer Science. 19, 3, 193501.

    Research output: Journal Publications and Reviews › Letter

    Scopus citations: 2
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  15. Published

    Hu-Fu: efficient and secure spatial queries over data federation

    Tong, Y., Zeng, Y., Song, Y., Pan, X., Fan, Z., Xue, C. & Zhou, Z. & 5 others, Zhang, X., Chen, L., Xu, Y., Xu, K. & Lv, W., Mar 2025, In: VLDB Journal. 34, 2, 19.

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

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  16. Published

    Index Tracking via Sparse Bayesian Regression and Collaborative Neurodynamic Optimization

    Zhang, F. & Wang, J., Mar 2025, In: IEEE Transactions on Cybernetics. 55, 3, p. 1238-1249

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

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  17. Published

    Neural ODE powered model for bearing remaining useful life predictions with intra- and inter-domain shifts

    Hu, T., Mo, Z. & Zhang, Z., Mar 2025, In: Advanced Engineering Informatics. 64, 103077.

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

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  18. Published

    The impact of artificial intelligence on carbon market in China: Evidence from quantile-on-quantile regression approach

    Jiang, W., Hu, Y. & Zhao, X., Mar 2025, In: Technological Forecasting and Social Change. 212, 123973.

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

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  19. Online published

    Probabilistic Learning of Multivariate Time Series with Temporal Irregularity

    LI, Y., LEUNG, C. H. & WU, Q., May 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 5, p. 2874-2887

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

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  20. Accepted/In press/Filed

    A New Method for Financial Derivatives Hedging Based on Machine Learning

    ZHOU, X. (Inventor), XIAO, B. (Inventor) & PENG, X. (Inventor), 18 Feb 2025, (Accepted/In press/Filed) Priority No. PCT/CN2025/077841

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

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  21. Accepted/In press/Filed

    A New Method for Financial Derivatives Hedging Based on Machine Learning

    ZHOU, X. (Inventor), XIAO, B. (Inventor) & PENG, X. (Inventor), 18 Feb 2025, (Accepted/In press/Filed) Priority No. 22025103634.3

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

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