| 2026 | ACL | ThinkLinker: From Low-Rank Interaction to Knowledge-Aware Verification for Multimodal Entity Linking. | Yingyao Ma, Yuanyuan Zhou, Congyu Zhang, Yi Yuan, Jiasong Wu, Lotfi Senhadji, Huazhong Shu |
| 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 |
| 2023 | ICASSP | Graph Contrastive Learning with Learnable Graph Augmentation. | Xinyan Pu, Ke Zhang, Huazhong Shu, Jean-Louis Coatrieux, Youyong Kong |
| 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 | ICPR | GCN2CAPS: Graph Convolutional Network to Capsule Network For Wide-Field Robust Graph Learning. | Shuyi Niu, Junxiao Sun, Youyong Kong, Huazhong Shu |
| 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 | 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 | ICASSP | A New Tubular Structure Tracking Algorithm Based On Curvature-Penalized Perceptual Grouping. | Li Liu, Da Chen, Minglei Shu, Huazhong Shu, Laurent D. Cohen |
| 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 |
| 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 | ACSSC | All-in-one approach for constrained all-voxel tri-exponential IVIM model identification: Application to Diffusion-Weighted MR Imaging in the Liver. | Jie Liu, Giulio Gambarota, Huazhong Shu, Longyu Jiang, Benjamin Leporq, Olivier Beuf, Ahmad Karfoul |
| 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 | ICIP | MomentsNet: A simple learning-free method for binary image recognition. | Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, 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 | ICASSP | Tensor object classification via multilinear discriminant analysis network. | Rui Zeng, Jiasong Wu, Lotfi Senhadji, Huazhong Shu |
| 2015 | ICASSP | Investigating bias in non-parametric mutual information estimation. | Jie Zhu, Jean-Jacques Bellanger, Huazhong Shu, Rgine Le Bouquin-Jeanns |
| 2014 | ICIP | Identification of digital radiography image source based on digital radiography pattern noise recognition. | Yuping Duan, Gouenou Coatrieux, Huazhong Shu |
| 2014 | ICPR | A New Divergence Measure Based on Arimoto Entropy for Medical Image Registration. | Bicao Li, Guanyu Yang, Huazhong Shu, Jean-Louis Coatrieux |
| 2013 | ICIP | Quaternion gyrator transform and its application to color image encryption. | Zhuhong Shao, Jiasong Wu, Jean-Louis Coatrieux, Gouenou Coatrieux, Huazhong Shu |
| 2012 | ICASSP | Partial mutual information for simple model order determination in multivariate EEG signals and its application to transfer entropy. | Jie Zhu, Rgine Le Bouquin-Jeanns, Chunfeng Yang, Jean-Jacques Bellanger, Huazhong Shu |
| 2010 | ICASSP | Object recognition by a complete set of pseudo-Zernike moment invariants. | Hui Zhang, Zhifang Dong, Huazhong Shu |
| 2010 | ICIP | Symmetric image recognition by Tchebichef moment invariants. | Hui Zhang, Xiubin Dai, Pei Sun, Hongqing Zhu, Huazhong Shu |
| 2010 | ICPR | Color Image Analysis by Quaternion Zernike Moments. | Beijing Chen, Huazhong Shu, Hui Zhang, Gang Chen, Limin Luo |
| 2010 | VCIP | Image registration by blur and rotation invariants of Legendre moments. | Hui Zhang, Xiubing Dai, Huazhong Shu |
| 2008 | BIBE | HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants. | Yuan Wang, Guy Carrault, Alain Beuchee, Lotfi Senhadji, Huazhong Shu |
| 2005 | ICASSP | A Edge-Preserving Minimum Cross-Entropy Algorithm for Pet Image Reconstruction Using Multiphase Level Set Method. | Hongqing Zhu, Jian Zhou, Huazhong Shu, Limin Luo |
| 2004 | CBMS | Blood Vessels Segmentation in Retina via Wavelet Transforms Using Steerable Filters. | Hongqing Zhu, Huazhong Shu, Limin Luo |
| 2004 | CIS | A New Fuzzy Penalized Likelihood Method for PET Image Reconstruction. | Jian Zhou, Huazhong Shu, Limin Luo, Hongqing Zhu |
| 2003 | VCIP | Two new algorithms for fast computation of Legendre moments. | Lei Qin, Huazhong Shu, Fenghua Jin, Christine Toumoulin, Limin Luo |
| 2003 | WSCG | Mesh Simplification Based on Shading Characteristic. | Hui Zhang, Huazhong Shu, Limin Luo |