Junding Sun

75 papers B 1C 3Journal 62Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
C-HGDAT: Hypergraph dynamic attention network with CNN-Driven features for brain tumor classification.
Biomed. Signal Process. Control.
Junding Sun, Shuaichao Wen, Chaosheng Tang, Xiaosheng Wu, Shuihua Wang, Yudong Zhang
2026 J jnl
CFS-SMOTE: A cluster sample filtering-based synthetic minority oversampling technique for imbalanced clinical data.
Knowl. Based Syst.
Zhaozhao Xu, Panzheng Xu, Fangyuan Yang, Junding Sun, Pengchen Liang, Yudong Zhang, Chaosheng Tang, Deguang Li, Bin Pu
2026 J jnl
Multi-label chest X-ray image classification based on graph convolutional networks and multi-modal fusion.
Biomed. Signal Process. Control.
Junding Sun, Jiayao Hu, Xiaosheng Wu, Zhaozhao Xu, Yuwen Wang, Yudong Zhang
2026 J jnl
NAFF-HNN: Node attention and feature fusion hypergraph neural network for remote sensing scene classification.
Inf. Sci.
Xinke Zhi, Xiaosheng Wu, Chaosheng Tang, Junding Sun, Zhaozhao Xu, Yuwen Wang, Shuihua Wang, Yu-Dong Zhang
2026 J jnl
RHOAGCN: Residual n-hop omnipresent-attention graph convolution network for brain tumor diagnosis.
Biomed. Signal Process. Control.
Chaosheng Tang, Jiahao Song, Zhaozhao Xu, Junding Sun, Shuihua Wang, Yudong Zhang
2025 J jnl
A lightweight segmentation model based on dilated multi-scale residual attention U-Net for brain tumor segmentation.
Eng. Appl. Artif. Intell.
Lihong Zhang, Yuzhuo Li, Yingbo Liang, Tong Liu, Wenwu Zhang, Junding Sun
2025 J jnl
AFS-LVNet: adaptive feature shuffle lightweight V-Net model for pulmonary nodule segmentation.
Clust. Comput.
Lihong Zhang, Tong Liu, Junding Sun
2025 J jnl
Circle-YOLO: An anchor-free lung nodule detection algorithm using bounding circle representation.
Pattern Recognit.
Chaosheng Tang, Feifei Zhou, Junding Sun, Yudong Zhang
2025 J jnl
DCMA-Net: A dual channel multi-scale feature attention network for crack image segmentation.
Eng. Appl. Artif. Intell.
Yidan Yan, Junding Sun, Hongyuan Zhang, Chaosheng Tang, Xiaosheng Wu, Shuihua Wang, Yudong Zhang
2025 J jnl
Diff-CFFBNet: Diffusion-Embedded Cross-Layer Feature Fusion Bridge Network for Brain Tumor Segmentation.
Int. J. Imaging Syst. Technol.
Xiaosheng Wu, Qingyi Hou, Chaosheng Tang, Shuihua Wang, Junding Sun, Yudong Zhang
2025 J jnl
GM2FFNet: Grouped Multiscale Multiangle Feature Fusion Network With Center Attention for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junding Sun, Haoxiang Dong, Yanlong Gao, Xiaosheng Wu, Jianlong Wang, Yudong Zhang
2025 J jnl
Hyperspectral Image Classification With Re-Attention Agent Transformer and Multiscale Partial Convolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junding Sun, Hongyuan Zhang, Jianlong Wang, Haifeng Sima, Shuanggen Jin
2025 J jnl
Lung-YOLO: Multiscale feature fusion attention and cross-layer aggregation for lung nodule detection.
Biomed. Signal Process. Control.
Chaosheng Tang, Feifei Zhou, Junding Sun, Yudong Zhang
2025 J jnl
MDSTransUNet: Multi-scale deep supervised transformer U-Net for COVID-19 lung tissue and infection segmentation.
Neurocomputing
Yidan Yan, Beibei Hou, Junding Sun
2025 J jnl
MSM-UNet: A medical image segmentation method based on wavelet transform and multi-scale Mamba-UNet.
Expert Syst. Appl.
Junding Sun, Kaixin Chen, Xiaosheng Wu, Zhaozhao Xu, Shuihua Wang, Yudong Zhang
2025 J jnl
Mfpenet: multistage foreground-perception enhancement network for remote-sensing scene classification.
Vis. Comput.
Junding Sun, Chenxu Wang, Haifeng Sima, Xiaosheng Wu, Shuihua Wang, Yudong Zhang
2025 J jnl
SAGCN: Self-adaptive Graph Convolutional Network for pneumonia detection.
Biomed. Signal Process. Control.
Junding Sun, Jianxiang Xue, Zhaozhao Xu, Ningshu Li, Chaosheng Tang, Lei Zhao, Bin Pu, Eugene Yu-Dong Zhang
2024 J jnl
CasUNeXt: A Cascaded Transformer With Intra- and Inter-Scale Information for Medical Image Segmentation.
Int. J. Imaging Syst. Technol.
Junding Sun, Xiaopeng Zheng, Xiaosheng Wu, Chaosheng Tang, Shuihua Wang, Yudong Zhang
2024 J jnl
FG-HFS: A feature filter and group evolution hybrid feature selection algorithm for high-dimensional gene expression data.
Expert Syst. Appl.
Zhaozhao Xu, Fangyuan Yang, Chaosheng Tang, Hong Wang, Shuihua Wang, Junding Sun, Yu-Dong Zhang
2024 J jnl
GCFC: Graph Convolutional Fusion CNN Network for Cross-Domain Zero-Shot Extraction of Winter Wheat Map.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chunyang Wang, Peipei Zhou, Yudong Zhang, Junding Sun, Bibo Lu, Zhaozhao Xu, Baishun Su, Xingwang Li
2024 J jnl
HAD-Net: An attention U-based network with hyper-scale shifted aggregating and max-diagonal sampling for medical image segmentation.
Comput. Vis. Image Underst.
Junding Sun, Yabei Li, Xiaosheng Wu, Chaosheng Tang, Shuihua Wang, Eugene Yu-Dong Zhang
2024 J jnl
MACFNet: Detection of Alzheimer's disease via multiscale attention and cross-enhancement fusion network.
Comput. Methods Programs Biomed.
Chaosheng Tang, Mengbo Xi, Junding Sun, Shuihua Wang, Eugene Yu-Dong Zhang
2024 J jnl
MAPM:PolSAR Image Classification with Masked Autoencoder Based on Position Prediction and Memory Tokens.
Remote. Sens.
Jianlong Wang, Yingying Li, Dou Quan, Beibei Hou, Zhensong Wang, Haifeng Sima, Junding Sun
2024 J jnl
MSO-DETR: Metric space optimization for few-shot object detection.
CAAI Trans. Intell. Technol.
Haifeng Sima, Manyang Wang, Lanlan Liu, Eugene Yu-Dong Zhang, Junding Sun
2024 J jnl
MVSI-Net: Multi-view attention and multi-scale feature interaction for brain tumor segmentation.
Biomed. Signal Process. Control.
Junding Sun, Ming Hu, Xiaosheng Wu, Chaosheng Tang, Husam Lahza, Shuihua Wang, Yu-Dong Zhang
2024 J jnl
Multi-Scale Feature Attention-DEtection TRansformer: Multi-Scale Feature Attention for security check object detection.
IET Comput. Vis.
Haifeng Sima, Bailiang Chen, Chaosheng Tang, Yudong Zhang, Junding Sun
2024 J jnl
PolSAR Image Classification Via a Multigranularity Hybrid CNN-ViT Model With External Tokens and Cross-Attention.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenke Wang, Jianlong Wang, Dou Quan, Meijuan Yang, Junding Sun, Bibo Lu
2024 J jnl
TGPO-WRHNN: Two-stage Grad-CAM-guided PMRS Optimization and weighted-residual hypergraph neural network for pneumonia detection.
Knowl. Based Syst.
Chaosheng Tang, Xinke Zhi, Junding Sun, Shuihua Wang, Yudong Zhang
2024 J jnl
YOLO-MSRF for lung nodule detection.
Biomed. Signal Process. Control.
Xiaosheng Wu, Hang Zhang, Junding Sun, Shuihua Wang, Yu-Dong Zhang
2023 J jnl
CGUFS: A clustering-guided unsupervised feature selection algorithm for gene expression data.
J. King Saud Univ. Comput. Inf. Sci.
Zhaozhao Xu, Fangyuan Yang, Hong Wang, Junding Sun, Hengde Zhu, Shuihua Wang, Yudong Zhang
2023 J jnl
CTMLP: Can MLPs replace CNNs or transformers for COVID-19 diagnosis?
Comput. Biol. Medicine
Junding Sun, Pengpeng Pi, Chaosheng Tang, Shui-Hua Wang, Yu-Dong Zhang
2023 J jnl
Collaborative optimization of spatial-spectrum parallel convolutional network (CO-PCN) for hyperspectral image classification.
Int. J. Mach. Learn. Cybern.
Haifeng Sima, Feng Gao, Yudong Zhang, Junding Sun, Ping Guo
2023 J jnl
CsAGP: Detecting Alzheimer's disease from multimodal images via dual-transformer with cross-attention and graph pooling.
J. King Saud Univ. Comput. Inf. Sci.
Chaosheng Tang, Mingyang Wei, Junding Sun, Shuihua Wang, Yudong Zhang
2023 J jnl
DSGA-Net: Deeply separable gated transformer and attention strategy for medical image segmentation network.
J. King Saud Univ. Comput. Inf. Sci.
Junding Sun, Jiuqiang Zhao, Xiaosheng Wu, Chaosheng Tang, Shuihua Wang, Yudong Zhang
2023 J jnl
GAM-SpCaNet: Gradient awareness minimization-based spinal convolution attention network for brain tumor classification.
J. King Saud Univ. Comput. Inf. Sci.
Chaosheng Tang, Bin Li, Junding Sun, Shui-Hua Wang, Yudong Zhang
2023 J jnl
Liver segmentation based on complementary features U-Net.
Vis. Comput.
Junding Sun, Zhenkun Hui, Chaosheng Tang, Xiaosheng Wu
2023 J jnl
Review of AlexNet for Medical Image Classification.
CoRR
Wenhao Tang, Junding Sun, Shuihua Wang, Yudong Zhang
2023 J jnl
Review of AlexNet for Medical Image Classification.
EAI Endorsed Trans. e Learn.
Wenhao Tang, Junding Sun, Shuihua Wang, Yu-Dong Zhang
2022 — conf
BraDect: A Novel Brain Tumor Image Classification Algorithm.
ICNCC
Chaosheng Tang, Bin Li, Junding Sun
2022 J jnl
Composite Kernel of Mutual Learning on Mid-Level Features for Hyperspectral Image Classification.
IEEE Trans. Cybern.
Haifeng Sima, Jing Wang, Ping Guo, Junding Sun, Hongmin Liu, Mingliang Xu, Youfeng Zou
2022 J jnl
GNAS-U
IEEE Signal Process. Lett.
Junding Sun, Chong Yao, Jie Liu, Weifan Liu, Zekuan Yu
2022 — conf
HybridCANet: UNet-like network Bridging CNN and Attention for Multimodal Brain Image Segmentation.
ICNCC
Chaosheng Tang, Chendi Dai, Junding Sun
2022 J jnl
NSCGCN: A novel deep GCN model to diagnosis COVID-19.
Comput. Biol. Medicine
Chaosheng Tang, Chaochao Hu, Junding Sun, Shui-Hua Wang, Yu-Dong Zhang
2022 J jnl
TSRNet: Diagnosis of COVID-19 based on self-supervised learning and hybrid ensemble model.
Comput. Biol. Medicine
Junding Sun, Pengpeng Pi, Chaosheng Tang, Shui-Hua Wang, Yu-Dong Zhang
2021 J jnl
MFBCNNC: Momentum factor biogeography convolutional neural network for COVID-19 detection via chest X-ray images.
Knowl. Based Syst.
Junding Sun, Xiang Li, Chaosheng Tang, Shui-Hua Wang, Yudong Zhang
2021 J jnl
Tea category classification via 5-layer customized convolutional neural network.
EAI Endorsed Trans. e Learn.
Xiang Li, Mengyao Zhai, Junding Sun
2020 J jnl
Cerebral micro-bleeding identification based on a nine-layer convolutional neural network with stochastic pooling.
Concurr. Comput. Pract. Exp.
Shuihua Wang, Junding Sun, Irfan Mehmood, Chichun Pan, Yi Chen, Yudong Zhang
2020 J jnl
Face Recognition Based on Local Gradient Number Pattern and Fuzzy Convex-Concave Partition.
IEEE Access
Junding Sun, Yanan Lv, Chaosheng Tang, Haifeng Sima, Xiaosheng Wu
2020 J jnl
Face recognition based on multi-scale local directional value.
Multim. Tools Appl.
Xiaosheng Wu, Junding Sun
2020 J jnl
Facial emotion recognition via stationary wavelet entropy and Biogeography-based optimization.
EAI Endorsed Trans. e Learn.
Xiang Li, Chaosheng Tang, Junding Sun
2020 J jnl
Hearing loss classification via stationary wavelet entropy and Biogeography-based optimization.
EAI Endorsed Trans. e Learn.
Chong Yao, Chaosheng Tang, Junding Sun
2020 J jnl
Image Segmentation Based on Weakly Supervised MKL on Mixed Visual Features.
IEEE Access
Haifeng Sima, Junding Sun, Minmin Du, Jing Wang, Chaosheng Tang
2019 J jnl
High Performance Multiple Sclerosis Classification by Data Augmentation and AlexNet Transfer Learning Model.
J. Medical Imaging Health Informatics
Yu-Dong Zhang, Vishnu Varthanan Govindaraj, Chaosheng Tang, Weiguo Zhu, Junding Sun
2018 J jnl
Cat Swarm Optimization applied to alcohol use disorder identification.
Multim. Tools Appl.
Yudong Zhang, Yuxiu Sui, Junding Sun, Guihu Zhao, Pengjiang Qian
2018 J jnl
Multiple sclerosis identification by convolutional neural network with dropout and parametric ReLU.
J. Comput. Sci.
Yudong Zhang, Chichun Pan, Junding Sun, Chaosheng Tang
2018 J jnl
PPP: Prefix-Based Popularity Prediction for Efficient Content Caching in Contentcentric Networks.
Comput. Syst. Sci. Eng.
Jianji Ren, Shan Zhao, Junding Sun, Ding Li, Song Wang, Zong-pu Jia
2018 J jnl
Polarimetric synthetic aperture radar image segmentation by convolutional neural network using graphical processing units.
J. Real Time Image Process.
Shuihua Wang, Junding Sun, Preetha Phillips, Guihu Zhao, Yudong Zhang
2018 J jnl
Preliminary study on angiosperm genus classification by weight decay and combination of most abundant color index with fractional Fourier entropy.
Multim. Tools Appl.
Yudong Zhang, Junding Sun
2018 J jnl
Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm.
Multim. Tools Appl.
Yudong Zhang, Guihu Zhao, Junding Sun, Xiaosheng Wu, Zhiheng Wang, Hongmin Liu, Vishnuvarthanan Govindaraj, Tianming Zhan, Jianwu Li
2017 J jnl
Joint-scale LBP: a new feature descriptor for texture classification.
Vis. Comput.
Xiaosheng Wu, Junding Sun
2015 J jnl
Improved Local Ternary Patterns for Automatic Target Recognition in Infrared Imagery.
Sensors
Xiaosheng Wu, Junding Sun, Guoliang Fan, Zhiheng Wang
2014 J jnl
Concave-convex local binary features for automatic target recognition in infrared imagery.
EURASIP J. Image Video Process.
Junding Sun, Guoliang Fan, Liangjiang Yu, Xiaosheng Wu
2013 B conf
New local edge binary patterns for image retrieval.
ICIP
Junding Sun, Guoliang Fan, Xiaosheng Wu
2011 — conf
An Extended Center-Symmetric Local Ternary Patterns for Image Retrieval.
CSEE (1)
Xiaosheng Wu, Junding Sun
2011 — conf
Color image segmentation on region growing and multi-scale clustering.
Color Imaging: Displaying, Processing, Hardcopy, and Applications
Zong-pu Jia, Weixing Wang, Junding Sun, Tai-wen Wei
2009 — conf
A New Contour Corner Detector Based on Curvature Scale Space.
FSKD (5)
Junding Sun, Zhaosheng Zhang
2009 C conf
An Effective Texture Spectrum Descriptor.
IAS
Xiaosheng Wu, Junding Sun
2008 — conf
An Effective Method for Mammograph Image Retrieval.
CIS (1)
Junding Sun, Zhaosheng Zhang
2007 C conf
An Effective Approach towards Contour-Shape Retrieval.
CIS
Junding Sun, Xiaosheng Wu
2007 J jnl
Efficient high-dimensional indexing by sorting principal component.
Pattern Recognit. Lett.
Jiangtao Cui, Shuisheng Zhou, Junding Sun
2007 — conf
Shape Retrieval Based on the Relativity of Chain Codes.
MCAM
Junding Sun, Xiaosheng Wu
2006 — conf
Chain Code Distribution-Based Image Retrieval.
IIH-MSP
Junding Sun, Xiaosheng Wu
2006 — conf
Image Retrieval Based on Improved Entropy and Moments.
IIH-MSP
Junding Sun
2006 J jnl
Image retrieval based on color distribution entropy.
Pattern Recognit. Lett.
Junding Sun, Ximin Zhang, Jiangtao Cui, Lihua Zhou
2005 C conf
Development of an Internet Home Automation System using Java and Dynamic DNS Service.
PDCAT
Ximin Zhang, Junding Sun, Lihua Zhou