Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-1327-1315
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 based on locations. Dive into details by clicking on the dots or
Research output
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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 AccessFile1 Citation (Scopus)15 Downloads (CityUHK Scholars) -
DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching
Huang, X., Chen, W., Liu, J., Lu, Q., Luo, X. & Shen, L., 2025, Proceedings of the 39th AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI Press, Vol. 39. p. 3769-3778 (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Unsupervised Domain Adaptation for Low-Dose CT Reconstruction via Bayesian Uncertainty Alignment
Chen, K., Liu, J., Wan, R., Lee, V.H.-F., Vardhanabhuti, V., Yan, H. & Li, H., May 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 5, p. 8525-8539Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
6 Citations (Scopus) -
Efficient 3D Representation Learning for Medical Image Analysis
Tang, Y., Liu, J., Zhou, Z., Yu, X. & Huo, Y., 2024, In: World Scientific Annual Review of Artificial Intelligence. 2, 2450002.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Efficient 3D Representation Learning for Medical Image Analysis
Tang, Y., Liu, J., Zhou, Z., Yu, X. & Huo, Y., Sept 2024, Deep Learning for 3D Vision: Algorithms and Applications. Li, X. & Yang, X. (eds.). Singapore: World Scientific Publishing Co. Pte Ltd, p. 399-437Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review
Prizes
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1st place in Medical Segmentation Decathlon Competition
LIU, J. (Recipient), 2023
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
LIU, J. (Recipient), 16 Aug 2024
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
LIU, J. (Recipient), 16 Aug 2022
Prize: RGC 64B - Prizes and awards
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Press/Media
Activities
- 2 Conference / Symposium
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2023 IEEE International Conference on Computer Vision (ICCV 2023)
LIU, J. (Participant)
2 Oct 2023 → 6 Oct 2023Activity: Organizing or Participating in a conference / an event › Conference / Symposium
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17th European Conference on Computer Vision (ECCV 2022)
LIU, J. (Participant)
23 Oct 2022 → 27 Oct 2022Activity: Organizing or Participating in a conference / an event › Conference / Symposium
Thesis
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Enabling Generalizable Medical Imaging Analysis with Adaptation and Enhancement
LIU, J. (Author), LI, H. (Supervisor) & Yuan, Y. (External Co-Supervisor), 14 Feb 2025Student thesis: Doctoral Thesis