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
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Dive into the research topics where Xiaopeng Hong 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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2D Gaussians Spatial Transport for Point-supervised Density Regression
Shang, M. & Hong, X., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 11, p. 8824-8832 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Asymmetric modal fusion for multi-modal crowd counting
Wang, C., Hong, X., Ma, Z., Wang, Y., Wei, Y. & Zhang, J., Apr 2026, In: Pattern Recognition. 172, 112768.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Continual Conceptual Entity Learning for Text-to-Image Generative Models
Wang, Y., Hong, X., Ma, Z., Su, Z., Zhang, J. & Huang, Z., 2026, (Accepted/In press) In: IEEE Transactions on Multimedia.Research output: Contribution to journal › Article › peer-review
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Dual-Attention based prompt generation and catalyzing for instance-wise continual learning
Dai, Y., Hong, X., Wang, Y., Ma, Z., Yang, J., Jiang, D. & Wang, Y., Apr 2026, In: Pattern Recognition. 172, 112685.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Hierarchical Concept Bottleneck With Compensation Concept Learning
Wang, C., Shang, M., Mao, K., Hong, X., Zhang, J. & Huang, X., 2026, In: IEEE Transactions on Multimedia. 28, p. 1860-1872 13 p.Research output: Contribution to journal › Article › peer-review