Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-0853-6948
Scopus Author ID: 55932867600
Google Scholar Profile: Aho5Jv8AAAAJ
Impact
Biography
Dr. Yixuan YUAN is an Assistant Professor in the Department of Electronic Engineering, City University of Hong Kong (CityU) since April 2018. Before joining CityU, she was a postdoctoral fellow at Stanford University. She received the BEng. degree in information Countermeasure from Northwestern Polytechnical University, Xi’an, China, in 2010, and the Ph.D. degree from the Department of Electronic Engineering at the Chinese University of Hong Kong, in 2016. During 2010-2012, she conducted research on the brain imaging area in the lab of pattern recognition and intelligent system in Northwestern Polytechnical University. She was a visiting scholar in Department of Radiology at Stanford during 2014-2015.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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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., Liu, W., Yuan, Y. & Chen, H., Feb 2025, In: Journal of Dentistry. 153, 105526.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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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
Open AccessFile7 Downloads (CityUHK Scholars) -
DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation
Zhu, M., Mao, A., Liu, J. & Yuan, Y., Apr 2025, In: IEEE Transactions on Medical Imaging. 44, 4, p. 1783-1795 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
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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LLM-guided Decoupled Probabilistic Prompt for Continual Learning in Medical Image Diagnosis
Luo, Y., Li, W., Chen, C., Li, X., Liu, T., Niu, T. & Yuan, Y., 1 May 2025, (Online published) In: IEEE Transactions on Medical Imaging.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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NSFC-YPC-SRI: 基于内窥镜的肠癌智能检测与分割方法研究
YUAN, Y. (Principal Investigator / Project Coordinator)
1/01/21 → …
Project: Research
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SZOTH-HK: 基于多模态磁共振影像的前列腺分割、病变分级和评估的智能平台
YUAN, Y. (Principal Investigator / Project Coordinator)
1/11/19 → …
Project: Research
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GRF: From Source-available to Source-free Unsupervised Prototypical Domain Adaptation for Lesion Segmentation
YUAN, Y. (Principal Investigator / Project Coordinator)
1/01/22 → 12/12/22
Project: Research
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ITF: An Intelligent Platform for Glioma Segmentation, Grading, and Assessment with Multimodality Magnetic Resonance Imaging
YUAN, Y. (Principal Investigator / Project Coordinator) & WOO, Y. M. (Co-Investigator)
1/07/21 → 31/12/22
Project: Research
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ECS: Domain Knowledge Driven Deep Models for Automatic Gastrointestinal Disease Diagnosis
YUAN, Y. (Principal Investigator / Project Coordinator)
1/01/21 → 12/12/22
Project: Research
Prizes
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Silver Medal at the 49th International Exhibition of Inventions of Geneva
WANG, C. (Recipient), FENG, H. (Recipient), GE, T. (Recipient), GUO, X. (Recipient) & YUAN, Y. (Recipient), Apr 2024
Prize: RGC 64B - Prizes and awards
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Young Scientist Award in Engineering from the Hong Kong Institute of Science.
YUAN, Y. (Recipient), 3 Dec 2017
Prize: RGC 64B - Prizes and awards
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the School of Medicine Dean's Postdoctoral Fellowship from Stanford
YUAN, Y. (Recipient), 1 Jul 2017
Prize: Other distinction