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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

  14. E-pub ahead of print

    Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion

    Zhang, W., Rahmani, H. & Liu, J., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.

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

  15. E-pub ahead of print

    Frequency Decoupled Masked Auto-Encoder for Self-Supervised Skeleton-Based Action Recognition

    Liu, Y., Shi, T., Zhai, M. & Liu, J., 31/12/2025, In: IEEE Signal Processing Letters. p. 546-550 5 p.

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

  16. E-pub ahead of print

    Momentum Contrastive Teacher for Semi-Supervised Skeleton Action Recognition

    Lu, M., Lu, X. & Liu, J., 31/12/2025, In: IEEE Transactions on Image Processing. 34, p. 295-305 11 p.

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

  17. 2024
  18. Published

    DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition

    Li, M., Fu, H., He, S., Fan, H., Liu, J., Keppo, J. & Shou, M. Z., 31/12/2024, In: IEEE Transactions on Multimedia. 26, p. 6297-6309 13 p.

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

  19. Published

    Precise facial landmark detection by Dynamic Semantic Aggregation Transformer

    Wan, J., Liu, H., Wu, Y., Lai, Z., Min, W. & Liu, J., 31/12/2024, In: Pattern Recognition. 156, 110827.

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

  20. Published

    Toward Class-Agnostic Tracking Using Feature Decorrelation in Point Clouds

    Tian, S., Liu, J. & Liu, X., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 682-695 14 p.

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

  21. Published

    Trusted Semi-Supervised Multi-View Classification With Contrastive Learning

    Wang, X., Wang, Y., Wang, Y., Huang, A. & Liu, J., 31/12/2024, In: IEEE Transactions on Multimedia. 26, p. 8268-8278 11 p.

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

  22. Published

    Unsupervised Domain Adaptation via Domain-Adaptive Diffusion

    Peng, D., Ke, Q., Ambikapathi, A., Yazici, Y., Lei, Y. & Liu, J., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 4245-4260 16 p.

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

  23. Published

    Class-Agnostic Object Counting with Text-to-Image Diffusion Model

    Hui, X., Wu, Q., Rahmani, H. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXIX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 1-18 18 p. (Lecture Notes in Computer Science ; vol. 15127).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    SemTrack: Large-Scale Dataset for Semantic Tracking in the Wild

    Wang, P., Hui, X., Wu, J., Yang, Z., Ong, K. E., Zhao, X., Lu, B., Huang, D., Ling, E., Chen, W., Ma, K. T., Hur, M. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXIV. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 486-504 19 p. (Lecture Notes in Computer Science; vol. 15082).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  25. Published

    Cross-Modal Contrastive Pre-training for Few-Shot Skeleton Action Recognition

    Lu, M., Yang, S., Lu, X. & Liu, J., 31/10/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 10, p. 9798-9807

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

  26. Published

    Uncertainty-aware Pedestrian Crossing Prediction via Reinforcement Learning

    Dai, S., Liu, J. & Cheung, N.-M., 31/10/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 10, p. 9540-9549

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

  27. Published

    GDR-GMA: Machine Unlearning via Direction-Rectified and Magnitude-Adjusted Gradients

    Lin, S., Zhang, X., Susilo, W., Chen, X. & Liu, J., 28/10/2024, Proceedings of the 32nd ACM International Conference on Multimedia. New York: ACM, p. 9087-9095 9 p. (Proceedings of the 32nd ACM International Conference on Multimedia).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  28. Forthcoming

    DisC-GS: Discontinuity-aware Gaussian Splatting

    Qu, H., Li, Z., Rahmani, H., Cai, Y. & Liu, J., 25/09/2024, (Accepted/In press) Advances in Neural Information Processing Systems 38 (NeurIPS 2025).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. Published

    Unlearnable Examples Detection via Iterative Filtering

    Yu, Y., Zheng, Q., Yang, S., Yang, W., Liu, J., Lu, S., Tan, Y. P., Lam, K. Y. & Kot, A., 18/09/2024, Artificial Neural Networks and Machine Learning – ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Proceedings. Wand, M., Malinovská, K., Schmidhuber, J. & Tetko, I. V. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 241-256 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15025 LNCS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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