Youyong Kong

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 78

Top Topics

Medical Image Registration

Tissue Segmentation

Top Venues

Publications

Yihui Zhu, Yubo Zhang, Yueying Li, Hongting Ye, Youyong Kong, Yonggui Yuan
Cortical Network Transformer for Classification of Structural Connectivity in Cerebral Cortex. IEEE Trans. Instrum. Meas. 73 (2024)
Minheng Chen, Zhirun Zhang, Shuheng Gu, Zhangyang Ge, Youyong Kong
Fully Differentiable Correlation-driven 2D/3D Registration for X-ray to CT Image Fusion. CoRR (2024)
Xiaoming Qi, Yuting He, Yaolei Qi, Youyong Kong, Guanyu Yang, Shuo Li
STANet: Spatio-Temporal Adaptive Network and Clinical Prior Embedding Learning for 3D+T CMR Segmentation. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. AAAI (2024)
Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong
Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration. ICASSP (2024)
Sheng Zhang, Minheng Chen, Junxian Wu, Ziyue Zhang, Tonglong Li, Cheng Xue, Youyong Kong
SpineCLUE: Automatic Vertebrae Identification Using Contrastive Learning and Uncertainty Estimation. CoRR (2024)
Minheng Chen, Tonglong Li, Zhirun Zhang, Youyong Kong
An Optimization-based Baseline for Rigid 2D/3D Registration Applied to Spine Surgical Navigation Using CMA-ES. CoRR (2024)
Xin Chen, Youyong Kong, Hongli Chang, Yuan Gao, Zidong Liu, Jean-Louis Coatrieux, Huazhong Shu
MGSN: Depression EEG lightweight detection based on multiscale DGCN and SNN for multichannel topology. Biomed. Signal Process. Control. 92 (2024)
Xiangtian Xue, Jiasong Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
ST-LDM: A Universal Framework for Text-Grounded Object Generation in Real Images. CoRR (2024)
Xiangtian Xue, Jiasong Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Rethinking Referring Object Removal. CoRR (2024)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. CoRR (2024)
Weihuang Zheng, Jiashuo Liu, Jiaxing Li, Jiayun Wu, Peng Cui, Youyong Kong
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph. CoRR (2024)
Youyong Kong, Wenhan Wang, Xiaoyun Liu, Shuwen Gao, Zhenghua Hou, Chunming Xie, Zhijun Zhang, Yonggui Yuan
Multi-Connectivity Representation Learning Network for Major Depressive Disorder Diagnosis. IEEE Trans. Medical Imaging 42 (10) (2023)
Hongting Ye, Yalu Zheng, Yueying Li, Ke Zhang, Youyong Kong, Yonggui Yuan
RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy. NeurIPS (2023)
Jiayi Gao, Jiaxing Li, Ke Zhang, Youyong Kong
Topology Uncertainty Modeling For Imbalanced Node Classification on Graphs. ICASSP (2023)
Leheng Sheng, Wenhan Wang, Zhiyi Shi, Jichao Zhan, Youyong Kong
Brainnetformer: Decoding Brain Cognitive States with Spatial-Temporal Cross Attention. ICASSP (2023)
Xinyan Pu, Ke Zhang, Huazhong Shu, Jean-Louis Coatrieux, Youyong Kong
Graph Contrastive Learning with Learnable Graph Augmentation. ICASSP (2023)
Youyong Kong, Jiaxing Li, Ke Zhang, Jiasong Wu
Multi-scale self-attention mixup for graph classification. Pattern Recognit. Lett. 168 (2023)
Shuyi Niu, Jiawei Jin, Xiutian Huang, Yonggeng Wang, Wenhao Xu, Youyong Kong
Locating Faulty Applications via Semantic and Topology Estimation. WWW (Companion Volume) (2023)
Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong
Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Registration. CoRR (2023)
Dalu Guo, Ke Zhang, Jiaxing Li, Youyong Kong
Topgformer: Topological-Based Graph Transformer for Mapping Brain Structural Connectivity to Functional Connectivity. ICASSP (2023)
Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention. CoRR (2022)
Ke Zhang, Xinyan Pu, Jiaxing Li, Jiasong Wu, Huazhong Shu, Youyong Kong
Hierarchical Diffusion Scattering Graph Neural Network. IJCAI (2022)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. Neurocomputing 514 (2022)
Jiaxing Li, Ke Zhang, Xinyan Pu, Youyong Kong
Graph Attention Mixup Transformer for Graph Classification. ICONIP (6) (2022)
Gang Lu, Yuanxiu Zhang, Youyong Kong, Chen Zhang, Jean-Louis Coatrieux, Huazhong Shu
Landmark Localization for Cephalometric Analysis Using Multiscale Image Patch-Based Graph Convolutional Networks. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Wenhan Wang, Youyong Kong, Zhenghua Hou, Chunfeng Yang, Yonggui Yuan
Spatio-Temporal Attention Graph Convolution Network for Functional Connectome Classification. ICASSP (2022)
Youyong Kong, Shuyi Niu, Heren Gao, Yingying Yue, Huazhong Shu, Chunming Xie, Zhijun Zhang, Yonggui Yuan
Multi-Stage Graph Fusion Networks for Major Depressive Disorder Diagnosis. IEEE Trans. Affect. Comput. 13 (4) (2022)
Yuting He, Tiantian Li, Rongjun Ge, Jian Yang, Youyong Kong, Jian Zhu, Huazhong Shu, Guanyu Yang, Shuo Li
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention. MICCAI (6) (2022)
Junxiao Sun, Ke Zhang, Shuyi Niu, Yan Zhang, Youyong Kong
Feature Space Message Passing Network for Medical Image Semantic Segmentation. ICASSP (2022)
Xinyu Yuan, Wenhan Wang, Youyong Kong, Jiasong Wu, Guanyu Yang, Huazhong Shu
Temporal Cross-Graph Network for Brain Functional Activity Prediction. ICASSP (2022)
Shuyi Niu, Junxiao Sun, Youyong Kong, Huazhong Shu
GCN2CAPS: Graph Convolutional Network to Capsule Network For Wide-Field Robust Graph Learning. ICPR (2022)
Ke Zhang, Fei Wu, Junxiao Sun, Guanyu Yang, Huazhong Shu, Youyong Kong
Iterative Seeded Region Growing for Brain Tissue Segmentation. ICIP (2022)
Yan Zhang, Yifei Li, Youyong Kong, Jiasong Wu, Jian Yang, Huazhong Shu, Gouenou Coatrieux
GSCFN: A graph self-construction and fusion network for semi-supervised brain tissue segmentation in MRI. Neurocomputing 455 (2021)
Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang
CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images. CoRR (2021)
Yuting He, Rongjun Ge, Xiaoming Qi, Guanyu Yang, Yang Chen, Youyong Kong, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation. IPMI (2021)
Yaolei Qi, Han Xu, Yuting He, Guanyu Li, Zehang Li, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shengxian Tu
Examinee-Examiner Network: Weakly Supervised Accurate Coronary Lumen Segmentation Using Centerline Constraint. IEEE Trans. Image Process. 30 (2021)
Yuting He, Guanyu Yang, Jian Yang, Rongjun Ge, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Huazhong Shu, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li
Meta grayscale adaptive network for 3D integrated renal structures segmentation. Medical Image Anal. 71 (2021)
Junxiao Sun, Yan Zhang, Jian Zhu, Jiasong Wu, Youyong Kong
Semi-Supervised Medical Image Semantic Segmentation with Multi-scale Graph Cut Loss. ICIP (2021)
Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang
CPNet: Cycle Prototype Network for Weakly-Supervised 3D Renal Compartments Segmentation on CT Images. MICCAI (2) (2021)
Qingchun Li, Jiasong Wu, Yilun Kong, Chunfeng Yang, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
Speech Denoising Using Only Single Noisy Audio Samples. CoRR (2021)
Jiasong Wu, Xiang Qiu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
Fractional Wavelet-Based Generative Scattering Networks. Frontiers Neurorobotics 15 (2021)
Yuting He, Rongjun Ge, Xiaoming Qi, Guanyu Yang, Yang Chen, Youyong Kong, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation. CoRR (2021)
Yuting He, Guanyu Yang, Jian 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
Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentation. Medical Image Anal. 63 (2020)
Jiasong Wu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
Generative networks as inverse problems with fractional wavelet scattering networks. CoRR (2020)
Jiasong Wu, Taotao Li, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
SLNSpeech: solving extended speech separation problem by the help of sign language. CoRR (2020)
Feng Bao, Yue Deng, Youyong Kong, Zhiquan Ren, Jin-Li Suo, Qionghai Dai
Learning Deep Landmarks for Imbalanced Classification. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
Jiasong Wu, Ling Xu, Fuzhi Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Deep octonion networks. Neurocomputing 397 (2020)
Aodong Shen, Han Dong, Kun Wang, Youyong Kong, Jiasong Wu, Huazhong Shu
Automatic Extraction of Blur Regions on a Single Image Based on Semantic Segmentation. IEEE Access 8 (2020)
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li
Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images. ECCV (18) (2020)
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images. CoRR (2020)
Jiulou Zhang, Yunbo Gu, Hui Tang, Xiaoqing Wang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux
Compressed sensing MR image reconstruction via a deep frequency-division network. Neurocomputing 384 (2020)
Yuwen Zhou, Yunlu Wang, Youyong Kong, Menghan Hu
Multi-Indicator Image Quality Assessment of Smartphone Camera Based on Human Subjective Behavior And Perception. ICME Workshops (2020)
Jinpeng Xia, Jiasong Wu, Fuzhi Wu, Youyong Kong, Pinzheng Zhang, Lotfi Senhadji, Huazhong Shu
Modulated Binary Clique Convolutional Neural Network. CBD (2019)
Jinpeng Xia, Jiasong Wu, Youyong Kong, Pinzheng Zhang, Lotfi Senhadji, Huazhong Shu
Modulated binary cliquenet. CoRR (2019)
Fei Wu, Yifei Li, Jian Zhu, Bin Zhou, Youyong Kong, Huazhong Shu
Brain Tissue Segmentation Integrating Multi-level Features. CBD (2019)
Jiasong Wu, Ling Xu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Deep Octonion Networks. CoRR (2019)
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
DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy. MICCAI (6) (2019)
Jiasong Wu, Hongshan Ren, Youyong Kong, Chunfeng Yang, Lotfi Senhadji, Huazhong Shu
Compressing complex convolutional neural network based on an improved deep compression algorithm. CoRR (2019)
Tan Pan, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Chuanxia Wang, Ziwei Lu, Zhongwen Zhou, Youyong Kong, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger
A Multi-Task Convolutional Neural Network for Renal Tumor Segmentation and Classification Using Multi-Phasic CT Images. ICIP (2019)
Yan Zhang, Youyong Kong, Jiasong Wu, Gouenou Coatrieux, Huazhong Shu
Brain Tissue Segmentation based on Graph Convolutional Networks. ICIP (2019)
Jiasong Wu, Fuzhi Wu, Qihan Yang, Youyong Kong, Xilin Liu, Yan Zhang, Lotfi Senhadji, Huazhong Shu
Fractional spectral graph wavelets and their applications. CoRR (2019)
Ziwei Lu, Jean-Louis Coatrieux, Guanyu Yang, Tiancong Hua, Liyu Hu, Youyong Kong, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Huazhong Shu
Unsupervised Three-Dimensional Image Registration Using a Cycle Convolutional Neural Network. ICIP (2019)
Jiasong Wu, Fuzhi Wu, Zhifang Dong, Kaiwen Song, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Fast Gray Code Kernel Algorithm for the Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform. IEEE Access 6 (2018)
Youyong Kong, Xiaopeng Chen, Jiasong Wu, Pinzheng Zhang, Yang Chen, Huazhong Shu
Automatic brain tissue segmentation based on graph filter. BMC Medical Imaging 18 (1) (2018)
Haoyu Ma, Renhao Lei, Junxiao Sun, Youyong Kong
Multi-Session Parcellation of the Human Brain Using Resting-State fMRI. CSCWD (2018)
Guanyu Yang, Guoqing Li, Tan Pan, Youyong Kong, Jiasong Wu, Huazhong Shu, Limin Luo, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Lijun Tang, Xiaomei Zhu
Automatic Segmentation of Kidney and Renal Tumor in CT Images Based on 3D Fully Convolutional Neural Network with Pyramid Pooling Module. ICPR (2018)
Jiasong Wu, Shijie Qiu, Youyong Kong, Longyu Jiang, Yang Chen, Wankou Yang, Lotfi Senhadji, Huazhong Shu
PCANet: An energy perspective. Neurocomputing 313 (2018)
Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu
MomentsNet: a simple learning-free method for binary image recognition. CoRR (2017)
Jiasong Wu, Shijie Qiu, Rui Zeng, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Multilinear Principal Component Analysis Network for Tensor Object Classification. IEEE Access 5 (2017)
Yue Deng, Zhiquan Ren, Youyong Kong, Feng Bao, Qionghai Dai
A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification. IEEE Trans. Fuzzy Syst. 25 (4) (2017)
Yue Deng, Feng Bao, Youyong Kong, Zhiquan Ren, Qionghai Dai
Deep Direct Reinforcement Learning for Financial Signal Representation and Trading. IEEE Trans. Neural Networks Learn. Syst. 28 (3) (2017)
Yue Deng, Yanyu Zhao, Zhiquan Ren, Youyong Kong, Feng Bao, Qionghai Dai
Discriminant Kernel Assignment for Image Coding. IEEE Trans. Cybern. 47 (6) (2017)
Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu
MomentsNet: A simple learning-free method for binary image recognition. ICIP (2017)
Jiasong Wu, Jieyuan Liu, Youyong Kong, Xu Han, Lotfi Senhadji, Huazhong Shu
Phase-only signal reconstruction by MagnitudeCut. CoRR (2016)
Jiasong Wu, Shijie Qiu, Youyong Kong, Longyu Jiang, Lotfi Senhadji, Huazhong Shu
PCANet: An energy perspective. CoRR (2016)
Yue Deng, Feng Bao, XueSong Deng, Ruiping Wang, Youyong Kong, Qionghai Dai
Deep and Structured Robust Information Theoretic Learning for Image Analysis. IEEE Trans. Image Process. 25 (9) (2016)
Yue Deng, Youyong Kong, Feng Bao, Qionghai Dai
Sparse Coding-Inspired Optimal Trading System for HFT Industry. IEEE Trans. Ind. Informatics 11 (2) (2015)
Youyong Kong, Yue Deng, Qionghai Dai
Discriminative Clustering and Feature Selection for Brain MRI Segmentation. IEEE Signal Process. Lett. 22 (5) (2015)