Jianjia Zhang

61 papers A* 4A 1B 1Misc 1Journal 45Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive and asynchronous integration of gray and white matter fMRI for brain disorder diagnosis.
Pattern Recognit.
Xiaotong Wu, Weiwen Wu, Xiaocai Zhang, Jianjia Zhang
2026 J jnl
Boosting Overlapping Organoid Instance Segmentation Using Pseudo-Label Unmixing and Synthesis-Assisted Learning.
CoRR
Gui Huang, Kangyuan Zheng, Xuan Cai, Jiaqi Wang, Jianjia Zhang, Kaida Ning, Wenbo Wei, Yujuan Zhu, Jiong Zhang, Mengting Liu
2026 J jnl
Natural language processing and text mining in transportation: Current status, challenges, and future roadmap.
Expert Syst. Appl.
Xiaocai Zhang, Ruobin Gao, Zhe Xiao, Ke Wang, Tao Liu, Maohan Liang, Jianjia Zhang
2026 J jnl
Structure-constrained Language-informed Diffusion Model for Unpaired Low-dose Computed Tomography Angiography Reconstruction.
CoRR
Genyuan Zhang, Zihao Wang, Zhifan Gao, Lei Xu, Zhen Zhou, Haijun Yu, Jianjia Zhang, Xiujian Liu, Weiwei Zhang, Shaoyu Wang, Huazhu Fu, Fenglin Liu, Weiwen Wu
2026 J jnl
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features.
Medical Image Anal.
Zhuoshuo Li, Jiong Zhang, Youbing Zeng, Jiaying Lin, Dan Zhang, Jianjia Zhang, Duan Xu, Hosung Kim, Bingguang Liu, Mengting Liu
2025 J jnl
Asynchronous Functional Brain Network Construction With Spatiotemporal Transformer for MCI Classification.
IEEE Trans. Medical Imaging
Jianjia Zhang, Xiaotong Wu, Xiang Tang, Luping Zhou, Lei Wang, Weiwen Wu, Dinggang Shen
2025 J jnl
Cross-Distribution Diffusion Priors-Driven Iterative Reconstruction for Sparse-View CT.
CoRR
Haodong Li, Shuo Han, Haiyang Mao, Yu Shi, Changsheng Fang, Jianjia Zhang, Weiwen Wu, Hengyong Yu
2025 — conf
Indepth Integration of Multi-granularity Features from Dual-modal for Disease Classification.
MICCAI (4)
Yeli Wu, Xiaocai Zhang, Weiwen Wu, Haiteng Jiang, Chao An, Jianjia Zhang
2025 J jnl
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-Supervised Medical Image Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Qixiang Zhang, Yuxiang Yang, Chen Zu, Jianjia Zhang, Xi Wu, Jiliu Zhou, Yan Wang
2025 J jnl
Multi-Level Noise Sampling From Single Image for Low-Dose Tomography Reconstruction.
IEEE J. Biomed. Health Informatics
Weiwen Wu, Yifei Long, Zhifan Gao, Guang Yang, Fangxiao Cheng, Jianjia Zhang
2025 — conf
Task-Aligned fMRI Generation Model for Brain Disorder Diagnosis.
MICCAI (12)
Yifan Li, Xiaotong Wu, Xiaocai Zhang, Haiteng Jiang, Weiwen Wu, Dinggang Shen, Jianjia Zhang
2025 J jnl
Trustworthy Limited Data CT Reconstruction Using Progressive Artifact Image Learning.
IEEE Trans. Image Process.
Jianjia Zhang, Zirong Li, Jiayi Pan, Shaoyu Wang, Weiwen Wu
2024 J jnl
A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data.
Expert Syst. Appl.
Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang
2024 J jnl
Adaptive and Iterative Learning With Multi-Perspective Regularizations for Metal Artifact Reduction.
IEEE Trans. Medical Imaging
Jianjia Zhang, Haiyang Mao, Dingyue Chang, Hengyong Yu, Weiwen Wu, Dinggang Shen
2024 J jnl
CL-TransFER: Collaborative learning based transformer for facial expression recognition with masked reconstruction.
Pattern Recognit.
Yujie Yang, Lin Hu, Chen Zu, Jianjia Zhang, Yun Hou, Ying Chen, Jiliu Zhou, Luping Zhou, Yan Wang
2024 J jnl
Comparative evaluation of interpretation methods in surface-based age prediction for neonates.
NeuroImage
Xiaotong Wu, Chenxin Xie, Fangxiao Cheng, Zhuoshuo Li, Ruizhuo Li, Duan Xu, Hosung Kim, Jianjia Zhang, Hongsheng Liu, Mengting Liu
2024 J jnl
Constructing hierarchical attentive functional brain networks for early AD diagnosis.
Medical Image Anal.
Jianjia Zhang, Yunan Guo, Luping Zhou, Lei Wang, Weiwen Wu, Dinggang Shen
2024 J jnl
Dual-Domain Collaborative Diffusion Sampling for Multi-Source Stationary Computed Tomography Reconstruction.
IEEE Trans. Medical Imaging
Zirong Li, Dingyue Chang, Zhenxi Zhang, Fulin Luo, Qiegen Liu, Jianjia Zhang, Guang Yang, Weiwen Wu
2024 A* conf
FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging.
AAAI
Dalong Chen, Jianjia Zhang, Wei-Shi Zheng, Ruixuan Wang
2024 J jnl
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification.
CoRR
Qixiang Zhang, Yuxiang Yang, Chen Zu, Jianjia Zhang, Xi Wu, Jiliu Zhou, Yan Wang
2024 J jnl
Knowledge-based Dual External Attention Network for peptide detectability prediction.
Knowl. Based Syst.
Xiaocai Zhang, Hui Peng, Tao Tang, Yuansheng Liu, Yang Wang, Jianjia Zhang
2024 J jnl
Multi-Channel Optimization Generative Model for Stable Ultra-Sparse-View CT Reconstruction.
IEEE Trans. Medical Imaging
Weiwen Wu, Jiayi Pan, Yanyang Wang, Shaoyu Wang, Jianjia Zhang
2024 J jnl
Self-Fusion Simplex Noise-Based Diffusion Model for Self-Supervised Low-Dose Digital Radiography Denoising.
IEEE Trans. Instrum. Meas.
Yanyang Wang, Zirong Li, Weifei Wu, Jianjia Zhang, Weiwen Wu
2024 J jnl
Source-free domain adaptation via dynamic pseudo labeling and Self-supervision.
Pattern Recognit.
Qiankun Ma, Jie Zeng, Jianjia Zhang, Chen Zu, Xi Wu, Jiliu Zhou, Jie Chen, Yan Wang
2024 J jnl
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features.
CoRR
Zhuoshuo Li, Jiong Zhang, Youbing Zeng, Jiaying Lin, Dan Zhang, Jianjia Zhang, Duan Xu, Hosung Kim, Bingguang Liu, Mengting Liu
2024 J jnl
Two-and-a-half order score-based model for solving 3D ill-posed inverse problems.
Comput. Biol. Medicine
Zirong Li, Yanyang Wang, Jianjia Zhang, Weiwen Wu, Hengyong Yu
2024 J jnl
Wavelet-Improved Score-Based Generative Model for Medical Imaging.
IEEE Trans. Medical Imaging
Weiwen Wu, Yanyang Wang, Qiegen Liu, Ge Wang, Jianjia Zhang
2024 J jnl
Wavelet-Inspired Multi-Channel Score-Based Model for Limited-Angle CT Reconstruction.
IEEE Trans. Medical Imaging
Jianjia Zhang, Haiyang Mao, Xinran Wang, Yuan Guo, Weiwen Wu
2023 J jnl
A cost-sensitive attention temporal convolutional network based on adaptive top-k differential evolution for imbalanced time-series classification.
Expert Syst. Appl.
Xiaocai Zhang, Hui Peng, Jianjia Zhang, Yang Wang
2023 J jnl
Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen
2023 J jnl
Flat-Panel Addressable Cold-Cathode X-Ray Source-Based Stationary CT Architecture.
IEEE Trans. Instrum. Meas.
Weiwen Wu, Jianjia Zhang, Shaoyu Wang, Jun Chen
2023 — conf
Full Image-Index Remainder Based Single Low-Dose DR/CT Self-supervised Denoising.
MICCAI (7)
Yifei Long, Jiayi Pan, Yan Xi, Jianjia Zhang, Weiwen Wu
2023 J jnl
Kernel-based feature aggregation framework in point cloud networks.
Pattern Recognit.
Jianjia Zhang, Zhenxi Zhang, Lei Wang, Luping Zhou, Xiaocai Zhang, Mengting Liu, Weiwen Wu
2023 — conf
Learning Asynchronous Common and Individual Functional Brain Network for AD Diagnosis.
MICCAI (8)
Xiang Tang, Xiaocai Zhang, Mengting Liu, Jianjia Zhang
2023 — conf
Multi-perspective Adaptive Iteration Network for Metal Artifact Reduction.
MICCAI (10)
Haiyang Mao, Yanyang Wang, Hengyong Yu, Weiwen Wu, Jianjia Zhang
2023 J jnl
Two-and-a-half Order Score-based Model for Solving 3D Ill-posed Inverse Problems.
CoRR
Zirong Li, Yanyang Wang, Jianjia Zhang, Weiwen Wu, Hengyong Yu
2022 J jnl
Diffusion Kernel Attention Network for Brain Disorder Classification.
IEEE Trans. Medical Imaging
Jianjia Zhang, Luping Zhou, Lei Wang, Mengting Liu, Dinggang Shen
2022 J jnl
Instance Image Retrieval by Learning Purely From Within the Dataset.
CoRR
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Peng Wang, Fang Chen
2022 J jnl
Spectral CT reconstruction via Spectral-Image Tensor and Bidirectional Image-gradient minimization.
Comput. Biol. Medicine
Weiwen Wu, Hengyong Yu, Fenglin Liu, Jianjia Zhang, Varut Vardhanabhuti
2021 J jnl
Beyond Covariance: SICE and Kernel Based Visual Feature Representation.
Int. J. Comput. Vis.
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li
2020 J jnl
10Gb/s Two-User Spatial Diversity FSO-CDMA Wiretap Channel Based on Reconfigurable Optical Encoder/Decoders.
IEEE Access
Jianhua Ji, Zihua Zheng, Fang Peng, Jianjia Zhang, Bing Wu, Ming Xu, Ke Wang
2020 — conf
Correlation-Aware Next Basket Recommendation Using Graph Attention Networks.
ICONIP (4)
Yuanzhe Zhang, Ling Luo, Jianjia Zhang, Qiang Lu, Yang Wang, Zhiyong Wang
2020 J jnl
Inter-Vehicle Distance Estimation Method Based on Monocular Vision Using 3D Detection.
IEEE Trans. Veh. Technol.
Ting Zhe, Liqin Huang, Qiang Wu, Jianjia Zhang, Chenhao Pei, Liangyu Li
2020 J jnl
Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray.
CoRR
Jianjia Zhang
2019 J jnl
Pyramid-Structured Depth MAP Super-Resolution Based on Deep Dense-Residual Network.
IEEE Signal Process. Lett.
Liqin Huang, Jianjia Zhang, Yifan Zuo, Qiang Wu
2018 — conf
Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study.
PAKDD (1)
Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen
2018 B conf
Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics.
ICMR
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen
2017 J jnl
HEp-2 Cell Image Classification With Deep Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics
Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang
2017 A* conf
Revisiting Metric Learning for SPD Matrix Based Visual Representation.
CVPR
Luping Zhou, Lei Wang, Jianjia Zhang, Yinghuan Shi, Yang Gao
2017 J jnl
Subject-adaptive Integration of Multiple SICE Brain Networks with Different Sparsity.
Pattern Recognit.
Jianjia Zhang, Luping Zhou, Lei Wang
2017 A conf
Unsupervised Matrix-valued Kernel Learning For One Class Classification.
CIKM
Shaobo Dang, Xiongcai Cai, Yang Wang, Jianjia Zhang, Fang Chen
2016 J jnl
Exploiting Structure Sparsity for Covariance-based Visual Representation.
CoRR
Jianjia Zhang, Lei Wang, Luping Zhou
2016 J jnl
Learning Discriminative Stein Kernel for SPD Matrices and Its Applications.
IEEE Trans. Neural Networks Learn. Syst.
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li
2015 A* conf
Beyond Covariance: Feature Representation with Nonlinear Kernel Matrices.
ICCV
Lei Wang, Jianjia Zhang, Luping Zhou, Chang Tang, Wanqing Li
2015 J jnl
Functional Brain Network Classification With Compact Representation of SICE Matrices.
IEEE Trans. Biomed. Eng.
Jianjia Zhang, Luping Zhou, Lei Wang, Wanqing Li
2015 J jnl
HEp-2 Cell Image Classification with Deep Convolutional Neural Networks.
CoRR
Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang
2014 — conf
Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification.
MLMI
Jianjia Zhang, Luping Zhou, Lei Wang, Wanqing Li
2014 — conf
HEp-2 Cell Image Classification with Convolutional Neural Networks.
I3A@ICPR
Zhimin Gao, Jianjia Zhang, Luping Zhou, Lei Wang
2014 J jnl
Learning Discriminative Stein Kernel for SPD Matrices and Its Applications.
CoRR
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li
2013 A* conf
A Fast Approximate AIB Algorithm for Distributional Word Clustering.
CVPR
Lei Wang, Jianjia Zhang, Luping Zhou, Wanqing Li
2013 Misc conf
Accelerating the Divisive Information-Theoretic Clustering of Visual Words.
DICTA
Jianjia Zhang, Lei Wang, Lingqiao Liu, Luping Zhou, Wanqing Li