Dr. HU Xixu (胡曦煦)

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Research Output

  1. 2024
  2. Published

    SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization

    Hu, X., Zheng, R., Wang, J., Leung, C. H., Wu, Q. & Xie, X., 31 Oct 2024, Computer Vision: ECCV 2024. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, Cham, p. 345–362 18 p. (Lecture Notes in Computer Science; vol. 15112).

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

    Check@CityULib
  3. Published

    Deep into The Domain Shift: Transfer Learning through Dependence Regularization

    Ma, S., Yuan, Z., Wu, Q., Huang, Y., Hu, X., Leung, C. H., Wang, D., & 1 othersHuang, Z., Oct 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 14409-14423

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

    Scopus citations: 2
    Check@CityULib
  4. 2023
  5. Published

    Improving Generalization of Adversarial Training via Robust Critical Fine-Tuning

    Zhu, K., Hu, X., Wang, J., Xie, X. & Yang, G., Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers, Inc., p. 4401-4411 (Proceedings of the IEEE International Conference on Computer Vision).

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

    Scopus citations: 9
    Check@CityULib
  6. Published

    Network vector autoregressive moving average model

    Chen, X., Chen, Y. & Hu, X., 2023, In: Statistics and its Interface. 16, 4, p. 593-615

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

    Check@CityULib
  7. 2022
  8. Published

    A Unified Domain Adaptation Framework with Distinctive Divergence Analysis

    Yuan, Z., Hu, X., Wu, Q., Ma, S., Leung, C. H., Shen, X. & Huang, Y., Dec 2022, In: Transactions on Machine Learning Research.

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

    Check@CityULib