| 2025 | CW | Cost-Effective Active Labeling for Data-Efficient Cervical Cell Classification. | Yuanlin Liu, Zhihan Zhou, Youyi Song, Mingqiang Wei |
| 2022 | CVPR | Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images. | Huisi Wu, Zhaoze Wang, Youyi Song, Lin Yang, Jing Qin |
| 2021 | MICCAI | Selective Learning from External Data for CT Image Segmentation. | Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin |
| 2020 | MICCAI | Learning 3D Features with 2D CNNs via Surface Projection for CT Volume Segmentation. | Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin |
| 2020 | MICCAI | Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms. | Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi |
| 2020 | MICCAI | Unsupervised Learning for CT Image Segmentation via Adversarial Redrawing. | Youyi Song, Teng Zhou, Jeremy Yuen-Chun Teoh, Jing Zhang, Jing Qin |
| 2018 | AAAI | Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments. | Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi |
| 2014 | ICDM | Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance. | Youyi Song, Dong Ni, Liang He, Siping Chen, Bai Ying Lei, Tianfu Wang |