Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-8625-5391
Scopus Author ID: 57203315503
Google Scholar Profile: kXbWREkAAAAJ
Impact
Biography
Jiawei Ma received his M.S. and Ph.D. from the Columbia University. His areas of focuses include multi-modal understanding, de-centralized AI and life-long learning.
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
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Research output
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Conservative-Radical Complementary Learning for Class-incremental Medical Image Analysis with Pre-trained Foundation Models
Wu, X. (Co-first Author), Xu, Z. (Co-first Author), Lu, D., Sun, J., Liu, H., Shakil1, S., Ma, J., Zheng, Y. & Tong, R.K.-Y., 2026, Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Daejeon, South Korea, September 23–27, 2025, Proceedings, Part XIV. Gee, J. C., Alexander, D. C. & Hong, J. (eds.). Cham: Springer , p. 56-66 11 p. (Lecture Notes in Computer Science; vol. 15973).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification
Zeng, Z. (Co-first Author), Su, Y. (Co-first Author), Sun, J., Wen, T., Zhang, H., Wang, Z., Chen, B., Liu, H. & Ma, J., 2025, Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR 2025. IEEE, p. 9517-9526 10 p. (Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
MoDE: CLIP Data Experts via Clustering
Ma, J., Huang, P.-Y., Xie, S., Li, S.-W., Zettlemoyer, L., Chang, S.-F., Yih, W.-T. & Xu, H., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2024. IEEE, p. 26354-26363Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access11 Citations (Scopus) -
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
Ma, J., Niu, Y., Xu, J., Huang, S., Han, G. & Chang, S.-F., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE, p. 3208-3218 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
64 Citations (Scopus) -
Rapidly adaptable automated interpretation of point-of-care COVID-19 diagnostics
Arumugam, S., Ma, J., Macar, U., Han, G., McAulay, K., Ingram, D., Ying, A., Chellani, H. H., Chern, T., Reilly, K., Colburn, D. A. M., Stanciu, R., Duffy, C., Williams, A., Grys, T., Chang, S.-F. & Sia, S. K., 2023, In: Communications Medicine. 3, 91.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile9 Citations (Scopus)7 Downloads (CityUHK Scholars)
Projects
- 1 Active
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DON: Reliable Reasoning Mechanism Based on Knowledge Graph
MA, J. (Principal Investigator / Project Coordinator)
1/06/25 → …
Project: Research