| 2026 | WACV | Intraoperative 2D/3D Registration via Spherical Similarity Learning and Differentiable Levenberg-Marquardt Optimization. | Minheng Chen, Youyong Kong |
| 2025 | AAAI | HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks. | Jia Jinghong, Lei Song, Jiaxing Li, Youyong Kong |
| 2025 | AAAI | Exploring Rationale Learning for Continual Graph Learning. | Lei Song, Jiaxing Li, Qinghua Si, Shihan Guan, Youyong Kong |
| 2025 | CVPR | Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images. | Junxian Wu, Minheng Chen, Xinyi Ke, Tianwang Xun, Xiaoming Jiang, Hongyu Zhou, Lizhi Shao, Youyong Kong |
| 2025 | ICASSP | M | Binhao Gu, Lei Song, Youyong Kong, Binjie Gu |
| 2025 | ICASSP | Soft Augmentation for Graph Classification. | Weihuang Zheng, Xiaotong Zhang, Rui Dong, Youyong Kong |
| 2025 | ICML | Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph. | Weihuang Zheng, Jiashuo Liu, Jiaxing Li, Jiayun Wu, Peng Cui, Youyong Kong |
| 2025 | IJCAI | Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation. | Rui Dong, Jiaxing Li, Weihuang Zheng, Youyong Kong |
| 2025 | IJCNN | DiffuER: Auxiliary Regularized Diffusion Model for Text Generation with Semantic Consistency. | Miao Gao, Chuanqi Shi, Baixuan Li, Yikemaiti Sataer, Youyong Kong |
| 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 | ST-LDM: A Universal Framework for Text-Grounded Object Generation in Real Images. | Xiangtian Xue, Jiasong Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu |
| 2024 | ICASSP | Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration. | Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong |
| 2023 | ICASSP | Topology Uncertainty Modeling For Imbalanced Node Classification on Graphs. | Jiayi Gao, Jiaxing Li, Ke Zhang, Youyong Kong |
| 2023 | ICASSP | Topgformer: Topological-Based Graph Transformer for Mapping Brain Structural Connectivity to Functional Connectivity. | Dalu Guo, Ke Zhang, Jiaxing Li, Youyong Kong |
| 2023 | ICASSP | Graph Contrastive Learning with Learnable Graph Augmentation. | Xinyan Pu, Ke Zhang, Huazhong Shu, Jean-Louis Coatrieux, Youyong Kong |
| 2023 | ICASSP | Brainnetformer: Decoding Brain Cognitive States with Spatial-Temporal Cross Attention. | Leheng Sheng, Wenhan Wang, Zhiyi Shi, Jichao Zhan, Youyong Kong |
| 2023 | WWW | Locating Faulty Applications via Semantic and Topology Estimation. | Shuyi Niu, Jiawei Jin, Xiutian Huang, Yonggeng Wang, Wenhao Xu, Youyong Kong |
| 2022 | ICASSP | Feature Space Message Passing Network for Medical Image Semantic Segmentation. | Junxiao Sun, Ke Zhang, Shuyi Niu, Yan Zhang, Youyong Kong |
| 2022 | ICASSP | Spatio-Temporal Attention Graph Convolution Network for Functional Connectome Classification. | Wenhan Wang, Youyong Kong, Zhenghua Hou, Chunfeng Yang, Yonggui Yuan |
| 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 | ICONIP | Graph Attention Mixup Transformer for Graph Classification. | Jiaxing Li, Ke Zhang, Xinyan Pu, Youyong Kong |
| 2022 | ICPR | GCN2CAPS: Graph Convolutional Network to Capsule Network For Wide-Field Robust Graph Learning. | Shuyi Niu, Junxiao Sun, Youyong Kong, Huazhong Shu |
| 2022 | IJCAI | Hierarchical Diffusion Scattering Graph Neural Network. | Ke Zhang, Xinyan Pu, Jiaxing Li, Jiasong Wu, Huazhong Shu, Youyong Kong |
| 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 |
| 2021 | ICIP | Semi-Supervised Medical Image Semantic Segmentation with Multi-scale Graph Cut Loss. | Junxiao Sun, Yan Zhang, Jian Zhu, Jiasong Wu, Youyong Kong |
| 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 |
| 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 | 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 | ICIP | Brain Tissue Segmentation based on Graph Convolutional Networks. | Yan Zhang, Youyong Kong, Jiasong Wu, Gouenou Coatrieux, Huazhong Shu |
| 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 | CSCWD | Multi-Session Parcellation of the Human Brain Using Resting-State fMRI. | Haoyu Ma, Renhao Lei, Junxiao Sun, Youyong Kong |
| 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 |
| 2017 | ICIP | MomentsNet: A simple learning-free method for binary image recognition. | Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu |