Personal profile
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 7 Affordable and Clean Energy -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 14 Life Below Water -
SDG 15 Life on Land
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Dive into the research topics where Junwei Han 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
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Research output
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AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation
Luo, Z., Liu, N., Khan, F. S. & Han, J., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 9, p. 7716-7724 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Beyond Support Samples: Incorporating Unlabeled Queries for Few-Shot Semantic Segmentation
Liu, Y., Liu, N., Jiang, T., Wu, Y., Yao, X. & Han, J., 2026, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Contribution to journal › Article › peer-review
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Change Detection Mamba With Boundary-Specific Supervision
Wang, G., Cheng, G. & Han, J., 1 Apr 2026, In: IEEE Transactions on Circuits and Systems for Video Technology. 36, 4, p. 5344-5357 14 p.Research output: Contribution to journal › Article › peer-review
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ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data
Zhong, T., Zhao, W., Zhang, Y., Pan, Y., Dong, P., Jiang, Z., Jiang, H., Zhou, Y., Kui, X., Shang, Y., Zhao, L., Yang, L., Wei, Y., Li, Z., Zhang, J., Yang, L., Chen, H., Zhao, H., Liu, Y. & Zhu, N. & 26 others, , 2026, In: IEEE Transactions on Biomedical Engineering. 73, 3, p. 1050-1061 12 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Cheaper Clicks from Boxes: Cyclic Querying for Interactive Small Object Detection
Yuan, X., Yao, R., Han, J. & Cheng, G., 2026, In: IEEE Transactions on Geoscience and Remote Sensing. 64, 5615111.Research output: Contribution to journal › Article › peer-review