Dr. YUAN Yixuan (袁奕萱)

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 ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. Published

    Bi-VLGM: Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation

    Chen, W., Liu, J., Liu, T. & Yuan, Y., Mar 2025, In: International Journal of Computer Vision. 133, 3, p. 1375–1391 17 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  4. Published

    A novel AI model for detecting periapical lesion on CBCT: CBCT-SAM

    Chau, K.-K., Zhu, M., AlHadidi, A., Wang, C., Hung, K., Wohlgemuth, P. & Lam, W. Y. H. & 3 others, Liu, W., Yuan, Y. & Chen, H., Feb 2025, In: Journal of Dentistry. 153, 105526.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  5. Online published

    Progressive Distillation with Optimal Transport for Federated Incomplete Multi-Modal Learning of Brain Tumor Segmentation

    Yang, Q., Zhu, M., Woo, P. Y. M., Chan, L.L.-H. & Yuan, Y., 6 Jan 2025, (Online published) In: IEEE Journal of Biomedical and Health Informatics.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  6. Online published

    Relation-Guided Versatile Regularization for Federated Semi-Supervised Learning

    Yang, Q., Chen, Z., Peng, Z. & Yuan, Y., 5 Jan 2025, (Online published) In: International Journal of Computer Vision. 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  7. Published

    Preface

    Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y., 2025, Deep Generative Models - 4th MICCAI Workshop, DGM4MICCAI 2024, Held in Conjunction with MICCAI 2024, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y. (eds.). Springer, Cham, p. v-vi (Lecture Notes in Computer Science; vol. 15224).

    Research output: Chapters, Conference Papers, Creative and Literary WorksForeword/preface/postscript

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  8. 2024
  9. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  10. Published

    A System And Method for Generating A Stained Image

    LAU, C. (Inventor), HUI, T. H. (Inventor), CHEN, Z. (Inventor), YUAN, Y. (Inventor), CHO, C. S. (Inventor), CHEUK, W. (Inventor) & LAW, W. L. (Inventor) & 3 others, MARASHLI, M. A. (Inventor), PANI, A. (Inventor) & HILL, F. I. (Inventor), 17 Dec 2024, Patent No. ZL202210378627.5, Priority No. 202210378627.5

    Research output: Patents, Agreements and AssignmentsRGC 51 - Patents (CityUHK)

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  11. Published

    Enhancing Clinical Information for Zero-Shot Medical Diagnosis by Prompting Large Language Model

    Yang, Q., Zhu, M. & Yuan, Y., Dec 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 2760-2765 (Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM).

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

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  12. Published

    Infproto-powered Adaptive Classifier and Agnostic Feature Learning for Single Domain Generalization in Medical Images

    Guo, X., Liu, J. & Yuan, Y., Dec 2024, In: International Journal of Computer Vision. 132, 12, p. 5905–5928 24 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  13. Published

    STAR-RL: Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution

    Chen, W., Liu, J., Chow, T. W. S. & Yuan, Y., Dec 2024, In: IEEE Transactions on Medical Imaging. 43, 12, p. 4368-4379

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  14. Published

    Method And Apparatus Using Semi-Supervised Deep Convolution Neural Network For Crop Yield Estimation In Intelligent Agriculture

    YUAN, Y. (Inventor) & MAI, X. (Inventor), 26 Nov 2024, Patent No. 12,150,400, Priority No. 17/540,235

    Research output: Patents, Agreements and AssignmentsRGC 51 - Patents (CityUHK)

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  15. Online published

    ParetoSSL: Pareto Semi-Supervised Learning With Bias-Aware Gradient Preferences for Fruit Yield Estimation

    Mai, X., Zhu, M. & Yuan, Y., 4 Nov 2024, (Online published) In: IEEE Transactions on Automation Science and Engineering.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  16. Published

    Dynamic Attribute-guided Few-shot Open-set Network for medical image diagnosis

    Luo, Y., Guo, X., Liu, L. & Yuan, Y., 1 Oct 2024, In: Expert Systems with Applications. 251, 124098.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  17. Published

    CMCNet: Colorization-Aware Mix-Uncertainty-Adaptive Consistency Network for Semi-Supervised Fruit Counting

    Mai, X., Zhu, M. & Yuan, Y., Oct 2024, In: IEEE Transactions on Automation Science and Engineering. 21, 4, p. 5766-5778

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  18. Published

    Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation

    Chen, W., Shen, L., Lin, J., Luo, J., Li, X. & Yuan, Y., Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics (ACL), p. 9494-9509 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

    Scopus citations: 4
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  19. Published

    Mask-aware transformer with structure invariant loss for CT translation

    Chen, W., Zhao, W., Chen, Z., Liu, T., Liu, L., Liu, J. & Yuan, Y., Aug 2024, In: Medical Image Analysis. 96, 103205.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  20. Published

    Unsupervised Domain Adaptive Model for 3D Prostate Zonal Segmentation

    YUAN, Y. (Inventor) & GUO, X. (Inventor), 25 Jun 2024, Patent No. US12,020,436, Priority No. 17/542,535

    Research output: Patents, Agreements and AssignmentsRGC 51 - Patents (CityUHK)

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  21. Published

    Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection

    Liu, X., Li, W. & Yuan, Y., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 7287-7298 10132405.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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  22. Published

    MGIML: Cancer Grading with Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization

    Wang, P., Zhang, H., Zhu, M., Jiang, X., Qin, J. & Yuan, Y., Jun 2024, In: IEEE Transactions on Medical Imaging. 43, 6, p. 2113-2124

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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