Prof. LIU Jun (劉軍)

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Research Output

  1. 2025
  2. Online published

    FedBM: Stealing knowledge from pre-trained language models for heterogeneous federated learning

    Zhu, M., Yang, Q., Gao, Z., Yuan, Y. & Liu, J., May 2025, In: Medical Image Analysis. 102, 103524.

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

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  3. Published

    Automated Non-Invasive Analysis of Motile Sperms Using Sperm Feature-Correlated Network

    Dai, W., Wu, Z., Liu, R., Wu, T., Wang, M., Zhou, J. & Zhang, Z. & 1 others, Liu, J., 2025, In: IEEE Transactions on Automation Science and Engineering. 22, p. 3960-3970 11 p.

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

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  4. 2024
  5. Online published

    DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation

    Zhu, M., Mao, A., Liu, J. & Yuan, Y., 19 Dec 2024, (Online published) In: IEEE Transactions on Medical Imaging. 13 p.

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

    Scopus citations: 1
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  6. Accepted/In press/Filed

    Bioinspired Magnetically Inner Actuated Robot System

    LIU, J. (Inventor), WANG, M. (Inventor), LIU, R. (Inventor) & WU, T. (Inventor), 30 Oct 2024, (Accepted/In press/Filed) Priority No. 18/931,627

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

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  7. Published

    Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing

    Zhu, M., Yang, Q., Gao, Z., Liu, J. & Yuan, Y., 3 Oct 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024: 27th International Conference, Marrakesh, Morocco, October 6–10, 2024, Proceedings, Part X. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer , p. 685-695 (Lecture Notes in Computer Science).

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

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  8. Published

    Deep Learning-Based Microscopic Cell Detection using Inverse Distance Transform and Auxiliary Counting

    Liu, R., Dai, W., Wu, C., Wu, T., Wang, M., Zhou, J. & Zhang, X. & 2 others, Li, W. J. & Liu, J., Oct 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 10, p. 6092-6104 13 p.

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

    Scopus citations: 1
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  9. Published

    Interactive Dual Network With Adaptive Density Map for Automatic Cell Counting

    Liu, R., Zhu, Y., Wu, C., Guo, H., Dai, W., Wu, T. & Wang, M. & 2 others, Li, W. J. & Liu, J., Oct 2024, In: IEEE Transactions on Automation Science and Engineering. 21, 4, p. 6731-6743

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

    Scopus citations: 1
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  10. Online published

    Bioinspired Monopolar Controlled Ionic Hydrogels for Flexible Non-Contact Human–Machine Interfaces

    Wu, W., Jiang, T., Wang, M., Li, T., Song, Y., Liu, J. & Wang, Z. & 1 others, Jiang, H., 16 Aug 2024, (Online published) In: Advanced Functional Materials. 2408338.

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

    Scopus citations: 3
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  11. Published

    Any region can be perceived equally and effectively on rotation pretext task using full rotation and weighted-region mixture

    Dai, W., Wu, T., Liu, R., Wang, M., Yin, J. & Liu, J., Aug 2024, In: Neural Networks. 176, 106350.

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

    Scopus citations: 2
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  12. Published

    High-resolution cross-scale transformer: A deep learning model for bolt loosening detection based on monocular vision measurement

    Wu, T., Shang, K., Dai, W., Wang, M., Liu, R., Zhou, J. & Liu, J., Jul 2024, In: Engineering Applications of Artificial Intelligence. 133, Part F, 108574.

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

    Scopus citations: 4
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  13. Published

    MINRob: A Large Force-Outputting Miniature Robot Based on a Triple-Magnet System

    Xiang, Y., Liu, R., Wei, Z., Wang, X., Kang, W., Wang, M. & Liu, J. & 2 others, Liang, X. & Zhang, J., Jun 2024, In: IEEE Transactions on Robotics. 40, p. 3127-3145

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

    Scopus citations: 2
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  14. Published

    Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention

    Dai, W., Liu, R., Wu, T., Wang, M., Yin, J. & Liu, J., Feb 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 2, p. 719-729

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

    Scopus citations: 10
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  15. Published

    FedOSS: Federated Open Set Recognition via Inter-client Discrepancy and Collaboration

    Zhu, M., Liao, J., Liu, J. & Yuan, Y., Jan 2024, In: IEEE Transactions on Medical Imaging. 43, 1, p. 190-202 13 p.

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

    Scopus citations: 4
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  16. Published

    Magnetic Repulsion-Based Robot with Diverse Locomotion Capabilities

    Wei, Z., Li, Z., Xiang, Y., Liu, J. & Zhang, J., Jan 2024, In: IEEE Robotics and Automation Letters. 9, 1, p. 398-405

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

    Scopus citations: 3
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  17. Published

    Automated Non-invasive Analysis of Motile Sperms Using Cross-scale Guidance Network

    Dai, W., Wu, Z., Wang, J., Liu, R., Wang, M., Wu, T. & Zhou, J. & 2 others, Zhang, Z. & Liu, J., 2024, 2024 IEEE International Conference on Robotics and Automation (ICRA). Institute of Electrical and Electronics Engineers, Inc., p. 17708-17714 (Proceedings - IEEE International Conference on Robotics and Automation).

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

    Check@CityULib
  18. Published

    Sosegformer: A Cross-Scale Feature Correlated Network For Small Medical Object Segmentation

    Dai, W., Wu, Z., Liu, R., Zhou, J., Wang, M., Wu, T. & Liu, J., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. Institute of Electrical and Electronics Engineers, Inc., (Proceedings - International Symposium on Biomedical Imaging).

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

    Check@CityULib
  19. Published

    Synergy Actuation of Magnetic Catheter for On-site Biopsy Using Global and Local Magnetic Field

    Wang, M., Zhang, X., Zhou, J., Yang, T., Dai, W. & Liu, J., 2024, In: Procedia Computer Science. 250, p. 150-156

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

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  20. 2023
  21. Published

    Coaxiality prediction for aeroengines precision assembly based on geometric distribution error model and point cloud deep learning

    Shang, K., Wu, T., Jin, X., Zhang, Z., Li, C., Liu, R. & Wang, M. & 2 others, Dai, W. & Liu, J., Dec 2023, In: Journal of Manufacturing Systems. 71, p. 681-694

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

    Scopus citations: 9
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  22. Published

    Selective and Independent Control of Microrobots in a Magnetic Field: A Review

    Wang, M., Wu, T., Liu, R., Zhang, Z. & Liu, J., May 2023, In: Engineering. 24, p. 21-38

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

    Scopus citations: 30
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  23. Published

    Liquid Metal-Based Flexible Sensor for Perception of Force Magnitude, Location, and Contacting Orientation

    Wang, M., Zhang, J., Liu, R., Wu, T., Dai, W., Liu, R. & Zhang, J. & 1 others, Liu, J., 2023, In: IEEE Transactions on Instrumentation and Measurement. 72, 9505711.

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

    Scopus citations: 9
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