| 2025 | WACV | Covariance-Based Space Regularization for Few-Shot Class Incremental Learning. | Yijie Hu, Guanyu Yang, Zhaorui Tan, Xiaowei Huang, Kaizhu Huang, Qiufeng Wang |
| 2024 | AAAI | Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. | Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji |
| 2024 | ECCV | Energy-Induced Explicit Quantification for Multi-modality MRI Fusion. | Xiaoming Qi, Yuan Zhang, Tong Wang, Guanyu Yang, Yueming Jin, Shuo Li |
| 2024 | ICASSP | Fedsoda: Federated Cross-Assessment and Dynamic Aggregation for Histopathology Segmentation. | Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang |
| 2024 | MICCAI | DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification. | Yuan Zhang, Yaolei Qi, Xiaoming Qi, Yongyue Wei, Guanyu Yang |
| 2023 | CVPR | Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training. | Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li |
| 2023 | ICCV | Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation. | Yaolei Qi, Yuting He, Xiaoming Qi, Yuan Zhang, Guanyu Yang |
| 2023 | MICCAI | Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-training. | Xiaofei Chen, Yuting He, Cheng Xue, Rongjun Ge, Shuo Li, Guanyu Yang |
| 2023 | MICCAI | Partial Vessels Annotation-Based Coronary Artery Segmentation with Self-training and Prototype Learning. | Zheng Zhang, Xiaolei Zhang, Yaolei Qi, Guanyu Yang |
| 2022 | ICASSP | Temporal Cross-Graph Network for Brain Functional Activity Prediction. | Xinyu Yuan, Wenhan Wang, Youyong Kong, Jiasong Wu, Guanyu Yang, Huazhong Shu |
| 2022 | ICIP | Iterative Seeded Region Growing for Brain Tissue Segmentation. | Ke Zhang, Fei Wu, Junxiao Sun, Guanyu Yang, Huazhong Shu, Youyong Kong |
| 2022 | IJCAI | MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation. | Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li |
| 2022 | MICCAI | SAPJNet: Sequence-Adaptive Prototype-Joint Network for Small Sample Multi-sequence MRI Diagnosis. | Yuqiang Gao, Guanyu Yang, Xiaoming Qi, Yinsu Zhu, Shuo Li |
| 2022 | MICCAI | Contrastive Re-localization and History Distillation in Federated CMR Segmentation. | Xiaoming Qi, Guanyu Yang, Yuting He, Wangyan Liu, Ali Islam, Shuo Li |
| 2022 | MICCAI | XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention. | Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li |
| 2022 | MICCAI | FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification. | Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li |
| 2021 | ICDM | Thin Semantics Enhancement via High-Frequency Priori Rule for Thin Structures Segmentation. | Yuting He, Rongjun Ge, Jiasong Wu, Jean-Louis Coatrieux, Huazhong Shu, Yang Chen, Guanyu Yang, Shuo Li |
| 2021 | MICCAI | CPNet: Cycle Prototype Network for Weakly-Supervised 3D Renal Compartments Segmentation on CT Images. | Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang |
| 2021 | MICCAI | Unsupervised Contrastive Learning of Radiomics and Deep Features for Label-Efficient Tumor Classification. | Ziteng Zhao, Guanyu Yang |
| 2020 | ECCV | Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images. | Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li |
| 2019 | ICANN | EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. | Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li |
| 2019 | ICIP | Unsupervised Three-Dimensional Image Registration Using a Cycle Convolutional Neural Network. | Ziwei Lu, Jean-Louis Coatrieux, Guanyu Yang, Tiancong Hua, Liyu Hu, Youyong Kong, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Huazhong Shu |
| 2019 | ICIP | A Multi-Task Convolutional Neural Network for Renal Tumor Segmentation and Classification Using Multi-Phasic CT Images. | Tan Pan, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Chuanxia Wang, Ziwei Lu, Zhongwen Zhou, Youyong Kong, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger |
| 2019 | MICCAI | Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT. | Rongjun Ge, Guanyu Yang, Chenchu Xu, Yang Chen, Limin Luo, Shuo Li |
| 2019 | MICCAI | DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy. | Yuting He, Guanyu Yang, Yang Chen, Youyong Kong, Jiasong Wu, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Pengfei Shao, Shaobo Zhang, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li |
| 2018 | ICONIP | W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks. | Haochuan Jiang, Guanyu Yang, Kaizhu Huang, Rui Zhang |
| 2018 | ICPR | Automatic Segmentation of Kidney and Renal Tumor in CT Images Based on 3D Fully Convolutional Neural Network with Pyramid Pooling Module. | Guanyu Yang, Guoqing Li, Tan Pan, Youyong Kong, Jiasong Wu, Huazhong Shu, Limin Luo, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Lijun Tang, Xiaomei Zhu |
| 2018 | MICCAI | Left Ventricle Full Quantification via Hierarchical Quantification Network. | Guanyu Yang, Tiancong Hua, Chao Lu, Tan Pan, Xiao Yang, Liyu Hu, Jiasong Wu, Xiaomei Zhu, Huazhong Shu |
| 2017 | MICCAI | Automatic Whole Heart Segmentation in CT Images Based on Multi-atlas Image Registration. | Guanyu Yang, Chenchen Sun, Yang Chen, Lijun Tang, Huazhong Shu, Jean-Louis Dillenseger |
| 2016 | ICMLC | Calcified coronary plaques detection in CTA based-on automatic scale selection and fuzzy C means. | Qiaoyu Sun, Guanyu Yang, Huazhong Shu |
| 2015 | ICIP | Segmentation of liver tumor via nonlocal active contours. | Bin Chen, Yang Chen, Guanyu Yang, Jingyu Meng, Rui Zeng, Limin Luo |
| 2014 | ICPR | A New Divergence Measure Based on Arimoto Entropy for Medical Image Registration. | Bicao Li, Guanyu Yang, Huazhong Shu, Jean-Louis Coatrieux |