Dr. YUAN Yixuan (袁奕萱)
Research Output
- 2025
- 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
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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, , Feb 2025, In: Journal of Dentistry. 153, 105526.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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 Works › Foreword/preface/postscript
- 2024
- 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 - 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, , 17 Dec 2024, Patent No. ZL202210378627.5, Priority No. 202210378627.5Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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. 4368-4379Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - 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. 17/540,235Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - 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. 5766-5778Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - 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. 17/542,535Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6 - 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. 2113-2124Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2