Best Paper and Young Scientist Award Shortlist MICCAI, 2025 

IEEE TMI Distinguished Reviewer 2024 & 2025

LaScar@MICCAI’22 Best Paper Runner-up Award, 2022

Yu, Q., Zhang, C., Jin, G., Huang, T., Zhou, W., Li, W., Jin, X., Huang, B., Zhao, Y., Yang, G. and Lip, 
G.Y., Zheng, Y., Villavicencio, Meng, Y., 2026. StealthMark: Harmless and Stealthy Ownership 
Verification for Medical Segmentation via Uncertainty-Guided Backdoors. IEEE Transactions on 
Image Processing. vol. 35, pp. 1290-1304. 

Meng, Y., Zhang, Y., Xie, J., Duan, J., Joddrell, M., Madhusudhan, S., Peto, T., Zhao, Y. and Zheng, 
Y., 2024. Multi-granularity learning of explicit geometric constraint and contrast for label-efficient 
medical image segmentation and differentiable clinical function assessment. Medical Image 
Analysis, 95, p.103183. 

Meng, Y., Bridge, J., Addison, C., Wang, M., Merritt, C., Franks, S., Mackey, M., Messenger, S., Sun, 
R., Fitzmaurice, T. and McCann, C., 2023. Bilateral adaptive graph convolutional network on CT 
based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance 
learning. Medical Image Analysis, 84, p.102722. 

Meng, Y., Zhang, H., Zhao, Y., Gao, D., Hamill, B., Patri, G., Peto, T., Madhusudhan, S. and Zheng, 
Y., 2022. Dual consistency enabled weakly and semi-supervised optic disc and cup segmentation 
with dual adaptive graph convolutional networks. IEEE Transactions on Medical Imaging, 42(2), 
pp.416-429. 

Meng, Y., Zhang, H., Zhao, Y., Yang, X., Qiao, Y., MacCormick, I.J., Huang, X. and Zheng, Y., 2021. 
Graph-based region and boundary aggregation for biomedical image segmentation. IEEE 
Transactions on Medical Imaging, 41(3), pp.690-701.