Wenjun Xia

65 papers C 1Journal 47Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-axis weighted harmonic method: a frequency-domain approach for enhanced resolution in magnetic particle imaging.
Biomed. Signal Process. Control.
Abuobaida M. Khair, Wenjing Jiang, Moritz Wildgruber, Wenjun Xia, Xiaopeng Ma
2026 J jnl
High-resolution magnetic particle imaging system matrix recovery using a vision transformer with residual feature network.
Biomed. Signal Process. Control.
Abuobaida M. Khair, Wenjing Jiang, Yousuf Babiker M. Osman, Wenjun Xia, Xiaopeng Ma
2026 J jnl
Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning.
IEEE Trans. Image Process.
Chuang Niu, Wenjun Xia, Hongming Shan, Ge Wang
2026 J jnl
Privacy-Preserving Latent Diffusion-Based Synthetic Medical Image Generation.
IEEE Trans. Medical Imaging
Yongyi Shi, Wenjun Xia, Chuang Niu, Christopher Wiedeman, Ge Wang
2025 J jnl
High-Resolution Magnetic Particle Imaging System Matrix Recovery Using a Vision Transformer with Residual Feature Network.
CoRR
Abuobaida M. Khair, Wenjing Jiang, Yousuf Babiker M. Osman, Wenjun Xia, Xiaopeng Ma
2025 — conf
Hybrid Mamba-Transformer with Frequency Enhancement for Single Image Deraining.
PRCV (9)
Yue Que, Wenjun Xia, Xue Xia, Jie You
2025 J jnl
Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging.
IEEE Trans. Neural Networks Learn. Syst.
Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
2025 J jnl
Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning.
CoRR
Chuang Niu, Wenjun Xia, Hongming Shan, Ge Wang
2025 J jnl
Low-dose computed tomography perceptual image quality assessment.
Medical Image Anal.
Wonkyeong Lee, Fabian Wagner, Adrian Galdran, Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou, Md. Atik Ahamed, Abdullah-Al-Zubaer Imran, Ji Eun Oh, Kyungsang Kim, Jong Tak Baek, Dongheon Lee, Boohwi Hong, Philip Tempelman, Donghang Lyu, Adrian Kuiper, Lars van Blokland, Maria Baldeon Calisto, Scott S. Hsieh, Minah Han, Jongduk Baek, Andreas Maier, Adam S. Wang, Garry Evan Gold, Jang-Hwan Choi
2025 J jnl
Poisson Flow Consistency Training.
CoRR
Anthony Zhang, Mahmut S. Gokmen, Dennis Hein, Rongjun Ge, Wenjun Xia, Ge Wang, Jin Chen
2025 J jnl
Tomographic Foundation Model - FORCE: Flow-Oriented Reconstruction Conditioning Engine.
CoRR
Wenjun Xia, Chuang Niu, Ge Wang
2024 J jnl
A Denoising Diffusion Probabilistic Model for Metal Artifact Reduction in CT.
IEEE Trans. Medical Imaging
Grigorios M. Karageorgos, Jiayong Zhang, Nils Peters, Wenjun Xia, Chuang Niu, Harald Paganetti, Ge Wang, Bruno De Man
2024 J jnl
Blind CT Image Quality Assessment Using DDPM-Derived Content and Transformer-Based Evaluator.
IEEE Trans. Medical Imaging
Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou
2024 J jnl
Progressive dual-domain-transfer cycleGAN for unsupervised MRI reconstruction.
Neurocomputing
Bowen Li, Zhiwen Wang, Ziyuan Yang, Wenjun Xia, Yi Zhang
2024 J jnl
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction.
J. Sci. Comput.
Qingchao Zhang, Mehrdad Alvandipour, Wenjun Xia, Yi Zhang, Xiaojing Ye, Yunmei Chen
2024 J jnl
SOUL-Net: A Sparse and Low-Rank Unrolling Network for Spectral CT Image Reconstruction.
IEEE Trans. Neural Networks Learn. Syst.
Xiang Chen, Wenjun Xia, Ziyuan Yang, Hu Chen, Yan Liu, Jiliu Zhou, Zhe Wang, Yang Chen, Bihan Wen, Yi Zhang
2024 J jnl
TTD-YOLO: A Real-Time Traffic Target Detection Algorithm Based on YOLOV5.
IEEE Access
Wenjun Xia, Peiqing Li, Heyu Huang, Qipeng Li, Taiping Yang, Zhuoran Li
2023 J jnl
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator.
CoRR
Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou
2023 J jnl
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation.
IEEE J. Sel. Top. Signal Process.
Hui Wang, Guangcheng Wang, Wenjun Xia, Ziyuan Yang, Hui Yu, Leyuan Fang, Yi Zhang
2023 J jnl
CO
IEEE Trans. Instrum. Meas.
Ziyuan Yang, Wenjun Xia, Yifan Qiao, Zexin Lu, Bob Zhang, Lu Leng, Yi Zhang
2023 J jnl
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT.
CoRR
Wenjun Xia, Yongyi Shi, Chuang Niu, Wenxiang Cong, Ge Wang
2023 J jnl
M
IEEE Trans. Medical Imaging
Zexin Lu, Wenjun Xia, Yongqiang Huang, Mingzheng Hou, Hu Chen, Jiliu Zhou, Hongming Shan, Yi Zhang
2023 J jnl
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey.
IEEE Signal Process. Mag.
Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang
2023 J jnl
Root canal treatment planning by automatic tooth and root canal segmentation in dental CBCT with deep multi-task feature learning.
Medical Image Anal.
Yiwei Wang, Wenjun Xia, Zhennan Yan, Liang Zhao, Xiaohe Bian, Chang Liu, Zhengnan Qi, Shaoting Zhang, Zisheng Tang
2023 J jnl
Sub-volume-based Denoising Diffusion Probabilistic Model for Cone-beam CT Reconstruction from Incomplete Data.
CoRR
Wenjun Xia, Chuang Niu, Wenxiang Cong, Ge Wang
2022 — conf
A Transformer-Based Iterative Reconstruction Model for Sparse-View CT Reconstruction.
MICCAI (6)
Wenjun Xia, Ziyuan Yang, Qizheng Zhou, Zexin Lu, Zhongxian Wang, Yi Zhang
2022 J jnl
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction.
IEEE Trans. Medical Imaging
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Zhiyuan Zha, Bihan Wen, Yi Zhang
2022 J jnl
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging.
CoRR
Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
2022 — conf
Leaders: Learnable Deep Radial Subsampling for Mri Reconstruction.
ISBI
Zhiwen Wang, Bowen Li, Wenjun Xia, Chenyu Shen, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang
2022 — conf
Low-Dose CT Denoising via Neural Architecture Search.
ISBI
Zexin Lu, Wenjun Xia, Yongqiang Huang, Mingzheng Hou, Hu Chen, Hongming Shan, Yi Zhang
2022 J jnl
Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup.
CoRR
Wenjun Xia, Qing Lyu, Ge Wang
2022 J jnl
Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction.
CoRR
Wenjun Xia, Wenxiang Cong, Ge Wang
2022 J jnl
Synergizing Physics/Model-based and Data-driven Methods for Low-Dose CT.
CoRR
Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang
2022 — conf
Unsupervised PET Reconstruction from a Bayesian Perspective.
ISBI
Chenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang
2021 J jnl
CT Reconstruction With PDF: Parameter-Dependent Framework for Data From Multiple Geometries and Dose Levels.
IEEE Trans. Medical Imaging
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2021 — conf
Ct Reconstruction With Pdf: Parameter-Dependent Framework For Multiple Scanning Geometries And Dose Levels.
ISBI
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Jiliu Zhou, Yi Zhang
2021 J jnl
DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction.
CoRR
Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2021 — conf
Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction.
MICCAI (6)
Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2021 — conf
Fourth- Order Nonlocal Tensor Decomposition Model For Spectral Computed Tomography.
ISBI
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2021 J jnl
IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction.
CoRR
Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2021 J jnl
MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging
Wenjun Xia, Zexin Lu, Yongqiang Huang, Zuoqiang Shi, Yan Liu, Hu Chen, Yang Chen, Jiliu Zhou, Yi Zhang
2021 J jnl
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising.
CoRR
Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang
2021 J jnl
Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging
Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Hu Chen, Jiliu Zhou, Leyuan Fang, Yi Zhang
2021 J jnl
One Network to Solve Them All: A Sequential Multi-Task Joint Learning Network Framework for MR Imaging Pipeline.
CoRR
Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2021 — conf
One Network to Solve Them All: A Sequential Multi-task Joint Learning Network Framework for MR Imaging Pipeline.
MLMIR@MICCAI
Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2021 J jnl
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction.
CoRR
Qingchao Zhang, Mehrdad Alvandipour, Wenjun Xia, Yi Zhang, Xiaojing Ye, Yunmei Chen
2021 — conf
Root Canal Segmentation in CBCT Images by 3D U-Net with Global and Local Combination Loss.
EMBC
Jian Zhang, Wenjun Xia, Jiaqi Dong, Zisheng Tang, Qunfei Zhao
2021 J jnl
Unsupervised PET Reconstruction from a Bayesian Perspective.
CoRR
Chenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang
2020 — conf
CBCT image segmentation of tooth-root canal based on improved level set algorithm.
CIPAE
Zichun Yu, Qunfei Zhao, Zisheng Tang, Wenjun Xia
2020 J jnl
CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels.
CoRR
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2020 — conf
Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
MICCAI (5)
Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Jiliu Zhou, Leyuan Fang, Yi Zhang
2020 J jnl
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography.
CoRR
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang
2020 J jnl
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT.
CoRR
Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou
2020 — conf
MMSSD: Multi-scale and Multi-level Single Shot Detector for Brain Metastases Detection.
BrainLes@MICCAI (1)
Hui Yu, Wenjun Xia, Yan Liu, Xuejun Gu, Jiliu Zhou, Yi Zhang
2019 J jnl
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction.
CoRR
Peng Bao, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang, Huaiqiang Sun, Zhangyang Wang, Yi Zhang
2019 J jnl
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction.
IEEE Trans. Medical Imaging
Peng Bao, Huaiqiang Sun, Zhangyang Wang, Yi Zhang, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang
2019 — conf
Nonlocal Weighted Nuclear Norm Minimization based Sparse-Sampling CT Image Reconstruction.
ISBI
Kang Yang, Wenjun Xia, Peng Bao, Jiliu Zhou, Yi Zhang
2019 — conf
Sparse-View Ct Reconstruction Via Convolutional Sparse Coding.
ISBI
Peng Bao, Wenjun Xia, Kang Yang, Jiliu Zhou, Yi Zhang
2019 J jnl
Spectral CT Reconstruction - ASSIST: Aided by Self-Similarity in Image-Spectral Tensors.
IEEE Trans. Computational Imaging
Wenjun Xia, Weiwen Wu, Shanzhou Niu, Fenglin Liu, Jiliu Zhou, Hengyong Yu, Ge Wang, Yi Zhang
2019 — conf
Spectral Ct Reconstruction Via Self-Similarity In Image-Spectral Tensors.
ISBI
Wenjun Xia, Weiwen Wu, Fenglin Liu, Hengyong Yu, Jiliu Zhou, Ge Wang, Yi Zhang
2018 J jnl
NOWNUNM: Nonlocal Weighted Nuclear Norm Minimization for Sparse-Sampling CT Reconstruction.
IEEE Access
Yi Zhang, Kang Yang, Yining Zhu, Wenjun Xia, Peng Bao, Jiliu Zhou
2018 J jnl
Sparse-View CT Reconstruction via Convolutional Sparse Coding.
CoRR
Peng Bao, Wenjun Xia, Kang Yang, Jiliu Zhou, Yi Zhang
2016 J jnl
A Nearest Neighbor Classifier Employing Critical Boundary Vectors for Efficient On-Chip Template Reduction.
IEEE Trans. Neural Networks Learn. Syst.
Wenjun Xia, Yoshio Mita, Tadashi Shibata
2012 C conf
Self-adaptive quasi-Gaussian circuits for analog on-chip-trainable multi-class classifiers.
ISCAS
Wenjun Xia, Tadashi Shibata
2011 — conf
Critical Boundary Vector Concept in Nearest Neighbor Classifiers using k-Means Centers for Efficient Template Reduction.
IJCCI (NCTA)
Wenjun Xia, Tadashi Shibata