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Research

Professor Jun Liu FHEA

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  1. 2025
  2. Published

    Unified Prompt Attack Against Text-to-Image Generation Models

    Peng, D., Ke, Q., Huang, M. H., Hu, P. & Liu, J., 30/06/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 6, p. 4816-4834 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. In Press/Forthcoming
  4. E-pub ahead of print

    Skeleton-prompt: A cross-dataset transfer learning approach for skeleton action recognition

    Lu, M., Lu, X. & Liu, J., expected on 31/01/2026, In: Pattern Recognition. 169, 111885.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. 2025
  6. E-pub ahead of print

    LLaFS++: Few-Shot Image Segmentation With Large Language Models

    Zhu, L., Chen, T., Ji, D., Xu, P., Ye, J. & Liu, J., 30/09/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 9, p. 7715-7732 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    AI-Generated Content (AIGC) for Various Data Modalities: A Survey

    Foo, L. G., Rahmani, H. & Liu, J., 6/05/2025, In: ACM Computing Surveys. 57, 9, 66 p., 243.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Coupled Noise Suppression and Feature Enhancement Network for Skeleton-Based Action Recognition

    Liu, Y., Wu, T., Shi, T., Wang, M., Gao, H. & Liu, J., 30/04/2025, In: IEEE Transactions on Industrial Informatics. 21, 4, p. 3017-3026 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. E-pub ahead of print

    DE-Unet: Dual-encoder U-Net for Ultra-high Resolution Remote Sensing Image Segmentation

    Liu, Y., Song, S., Wang, M., Gao, H. & Liu, J., 30/04/2025, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 12290-12302 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. E-pub ahead of print

    Few-shot 3D Point Cloud Segmentation via Relation Consistency-guided Heterogeneous Prototypes

    Wei, L., Lang, C., Xu, Z., Liang, L. & Liu, J., 3/04/2025, (E-pub ahead of print) In: IEEE Transactions on Multimedia.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. E-pub ahead of print

    Enhancing human-centered dynamic scene understanding via multiple LLMs collaborated reasoning

    Zhang, H., Zhang, W., Qu, H. & Liu, J., 31/12/2025, In: Visual Intelligence. 3, 1, 3.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Not Every Patch is Needed: Toward a More Efficient and Effective Backbone for Video-Based Person Re-Identification

    Zhu, L., Chen, T., Ji, D., Ye, J. & Liu, J., 31/01/2025, In: IEEE Transactions on Image Processing. 34, p. 785-800 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. E-pub ahead of print

    CPAL: Cross-prompting Adapter with LoRAs for RGB+X Semantic Segmentation

    Liu, Y., Wu, P., Wang, M. & Liu, J., 29/01/2025, (E-pub ahead of print) In: IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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