Publications

Yuze He, Admin ＊, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han (2025). StdGEN: Semantic-Decomposed 3D Character Generation from Single Images. Accepted by CVPR 2025🎉.

Runsheng Liu, Hao Jiang, Yanning Zhou, Huangjing Lin, Liansheng Wang, Hao Chen (2024). GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Hao Jiang, Rushan Zhang, Yanning Zhou, Yumeng Wang, Hao Chen (2023). Donet: Deep de-overlapping network for cytology instance segmentation. Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Hao Jiang, Yanning Zhou, Yi Lin, Ronald CK Chan, Jiang Liu, Hao Chen (2023). Deep learning for computational cytology: A survey. Medical Image Analysis.

Luyang Luo, Hao Chen, Yongjie Xiao, Yanning Zhou, Xi Wang, Varut Vardhanabhuti, Mingxiang Wu, Chu Han, Zaiyi Liu, Xin Hao Benjamin Fang, Others (2022). Rethinking annotation granularity for overcoming shortcuts in deep learning--based radiograph diagnosis: A multicenter study. Radiology: Artificial Intelligence.

Luyang Luo, Hao Chen, Yanning Zhou, Huangjing Lin, Pheng-Ann Heng (2021). Oxnet: Deep omni-supervised thoracic disease detection from chest x-rays. Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part II 24.

Yanning Zhou, Hang Xu, Wei Zhang, Bin Gao, Pheng-Ann Heng (2021). C3-semiseg: Contrastive semi-supervised segmentation via cross-set learning and dynamic class-balancing. Proceedings of the IEEE/CVF International Conference on Computer Vision.

Yanning Zhou, Hao Chen, Huangjing Lin, Pheng-Ann Heng (2020). Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation. International Conference on Medical Image Computing and Computer Assisted Intervention.

Yanning Zhou, Hao Chen, Jiaqi Xu, Qi Dou, Pheng-Ann Heng (2019). IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation. International Conference on Medical Image Computing and Computer Assisted Intervention.

Yanning Zhou, Omer Fahri Onder, Qi Dou, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng (2019). CIA-Net: Robust Nuclei Instance Segmentation with Contour-Aware Information Aggregation. International Conference on Information Processing in Medical Imaging.