Projects per year
Personal profile
Research interests
Electronic & Computer Engineering - Medical image analysis
Electronic & Computer Engineering - Deep learning
Electronic & Computer Engineering - Computer vision
Electronic & Computer Engineering - Deep learning
Electronic & Computer Engineering - Computer vision
Position Held
Associate Director of Center for Medical Imaging and Analysis
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):
Related documents
Education/Academic qualification
PhD in Computer Science and Engineering, PhD, The Chinese University of Hong Kong
2019
Fingerprint
Dive into the research topics where Xiaomeng LI is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Seeing More with Less: Hounsfield Units-Guided Anatomical Decoupled Feature Learning for Low-Dose CT Restoration
LI, X. (PI) & SHEN, J. (CoI)
1/01/26 → 31/12/28
Project: Research
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An Artificial Intelligence-Assisted Diagnosis and Treatment Platform for Patent Foramen Ovale Based on Contrast Echocardiography
LI, X. (PI), WAN, S. (CoI), XU, X. (CoI) & ZHUANG, J. (CoI)
1/06/25 → 31/05/27
Project: Research
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OrthoAI: Mobile Tools for Early Orthodontic Management & Education in Children with Multi-view Multi-modality Language-Vision Foundation Models
ZHANG, F. (CoPI), LI, X. (PI), MA, X. (CoPI), CHENG, K.-T. T. (CoPI), WONG, H. M. (CoPI) & YANG, Y. (CoPI)
1/03/25 → 28/02/30
Project: Research
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Frontier and Human-Centric AI and Robotics Technology for Geriatric Care
CHIU, P. K. C. (Team member), WOO, J. (CoPI), CHEN, Q. (CoPI), SHI, B. E. (PI), ZHANG, F. (CoPI), LI, X. (CoPI), CHEN, H. (CoPI), HSIAO, J.H.-W. (CoPI), YANG, C. (CoPI), MA, X. (CoPI), GIETEL-BASTEN, S. A. (CoPI), CHENG, K.-T. T. (CoPI), YU, T. (CoPI) & SONG, Y. (CoPI)
1/01/25 → 31/12/29
Project: Research
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Development of the Fundamental Technologies of Multimodal Ultrasound-Based Large Foundation Models for Fetal Brain Developmental Abnormalities Diagnosis
LIN, J. (CoI), TANG, Z. (CoI), LIAO, Y. (CoI), YANG, W. (CoI), LI, X. (PI), LI, S. (CoI), LI, K. (PI), QIN, Y. (CoI), CHENG, K.-T. T. (CoI) & XIE, Y. (CoI)
1/01/25 → 31/12/28
Project: Research
Research output
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Cine-CLIP: Reducing Cine-MRI Dimensionality with Temporal Variability for Left Ventricular Ejection Fraction Estimation
Almar-Munoz, E., Elbatel, M., Izquierdo, C., Stepin, I., Boonstra, M. J., Li, X., Kremser, C., Schwab, M., Petersen, S. E., Haltmeier, M., Mayr, A. & Lekadir, K., 2026, Predictive Intelligence in Medicine - 8th International Workshop, PRIME 2025, Held in Conjunction with MICCAI 2025, Proceedings. Rekik, I., Adeli, E., Park, S. H. & Cintas, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 163-172 10 p. (Lecture Notes in Computer Science; vol. 16164 LNCS).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Cross-View Generalized Diffusion Model for Sparse-View CT Reconstruction
Chen, J., Lin, Y., Qin, Y., Wang, H. & Li, X., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 140-150 11 p. (Lecture Notes in Computer Science; vol. 15975 LNCS).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model
Wang, A., Elbatel, M., Liu, K., Lin, L., Lan, M., Yang, Y. & Li, X., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 197-207 11 p. (Lecture Notes in Computer Science; vol. 15964 LNCS).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction
Wang, L., Wang, H., Ou, C., Chen, L., Liang, Y. & Li, X., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 649-659 11 p. (Lecture Notes in Computer Science; vol. 15974 LNCS).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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A closer look at the explainability of Contrastive language-image pre-training
Li, Y., Wang, H., Duan, Y., Zhang, J. & Li, X., Jun 2025, In: Pattern Recognition. 162, 111409.Research output: Contribution to journal › Journal Article › peer-review
9 Citations (Scopus)
Activities
- 3 Editorial work
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IEEE Transactions on Neural Networks and Learning Systems (Journal)
LI, X. (Associate Editor)
1 Mar 2024 → …Activity: Publication peer-review and editorial work › Editorial work
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Guest Associate Editor in Frontiers in Oncology (IF: 5.66) (Journal)
LI, X. (Other Editorial Role)
1 Sept 2021 → …Activity: Publication peer-review and editorial work › Editorial work
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Reviewers for Nature Methods, Nature Communications, IEEE TMI, Medical Image Analysis, CVPR, MICCAI, ICCV, AAAI, etc. (Journal)
LI, X. (Reviewer)
1 Jan 2021 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
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The 50th Geneva International Exhibition of Inventions Silver Medal
LI, X. (Recipient), Apr 2025
Prize: Honorary Award
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Press/Media
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13 HKUST Research Projects Secure Top Funding from RGC Collaborative Research Fund and Research Impact Fund
WANG, D., WANG, S., CHEN, S., TSANG, C. W., ZHAI, Y., ZHANG, F., LI, M., MENG, Z., WANG, G., YANG, Y., LU, H., LI, X. & CHENG, K.-T. T.
7/01/26
1 item of Media coverage
Press/Media