Personal profile
Research interests
Electronic & Computer Engineering - Deep learning
Electronic & Computer Engineering - Computer vision
Position Held
Related documents
Education/Academic qualification
PhD in Computer Science and Engineering, PhD, The Chinese University of Hong Kong
2019
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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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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DeepSparseCT: An Ultra-Sparse X-Ray-Driven Foundation Model for Intraoperative 3D CT Reconstruction
XU, Z. (Team member), XIE, J. (Team member), CHEN, Q. (CoPI), TSE, L. F. (Team member), SHI, B. E. (CoPI), LI, X. (PI), CHUI, C.-S. E. (Team member), HE, J. (CoPI) & YUNG, P.S.-H. (CoPI)
RGC - Collaborative Research Fund
1/06/26 → 31/05/29
Project: Research
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Research on High-Immersion Real-Time Visual Perception Technology and Its Application for Laparoscopic Surgical Robots
LI, X. (PI), CHENG, K.-T. T. (CoPI) & YANG, X. (CoI)
Innovation and Technology Commission, Hangzhou Santan Medical Technology Co., Ltd.
1/01/26 → 31/12/27
Project: Research
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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)
Innovation and Technology Commission, Guangzhou Transcend Information Technology, Co., Ltd.
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
Research output
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A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
Lu, J., Wang, H., Zhang, Q. & Li, X., 2026. 19 p.Research output: Contribution to conference › Conference Paper › peer-review
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Apparatus and system for determining the shape of an object in an image: [China]
LI, X. (Key Inventor), YANG, J. (Inventor) & DING, X. (Inventor), 30 Jan 2026, IPC No. G06T 7/00, G06T 7/11, 6 Aug 2024, Priority date 6 Sept 2023, Priority No. US63/580,717Research output: Patent
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Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos
Bai, J., Zhou, Z., Tang, Y., Gan, J., Liang, Z., Fan, J., Mcguire, L. B., Clarke, J. L., Cai, W., Spurway, J., Tan, Y., Wang, S., Shen, W., Yu, W., Li, Y., Zhang, P., Jiang, W., Li, Y., Al Nasi, S. M. A. B. & Abzhanov, A. & 43 others, , Jun 2026, In: Medical Image Analysis. 111, 26 p., 104043.Research output: Contribution to journal › Journal Article › peer-review
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CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation
Chen, Z., Chen, Q., Ou, C. & Li, X., 14 Mar 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 5, p. 3210-3218 9 p.Research output: Contribution to journal › Conference article published in journal › peer-review
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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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Research and application of artificial intelligence in cardiac ultrasound
LI, X. (Invited speaker)
25 Oct 2025Activity: Talk or presentation › Invited
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Robust AI in Ultrasound: Applications in Fetal Imaging and Cardiology
LI, X. (Invited speaker)
9 Jul 2025Activity: Talk or presentation › Invited
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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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CSV 2026 Fisrt Price
HUANG, X. (Recipient), DU, B. (Recipient), ZHOU, X. (Recipient) & LI, X. (Recipient), 2026
Prize: Other Research Award and Prize
File -
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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