Jianjia Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 32

Top Topics

Feature Representation

Functional Brain

Convolutional Neural Networks

Kernel Learning

Top Venues

Pattern Recognit.

Comput. Biol. Medicine

Expert Syst. Appl.

Publications

Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang
A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data. Expert Syst. Appl. 238 (Part E) (2024)
Dalong Chen, Jianjia Zhang, Wei-Shi Zheng, Ruixuan Wang
FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging. AAAI (2024)
Qiankun Ma, Jie Zeng, Jianjia Zhang, Chen Zu, Xi Wu, Jiliu Zhou, Jie Chen, Yan Wang
Source-free domain adaptation via dynamic pseudo labeling and Self-supervision. Pattern Recognit. 156 (2024)
Zirong Li, Yanyang Wang, Jianjia Zhang, Weiwen Wu, Hengyong Yu
Two-and-a-half order score-based model for solving 3D ill-posed inverse problems. Comput. Biol. Medicine 168 (2024)
Weiwen Wu, Yanyang Wang, Qiegen Liu, Ge Wang, Jianjia Zhang
Wavelet-Improved Score-Based Generative Model for Medical Imaging. IEEE Trans. Medical Imaging 43 (3) (2024)
Yujie Yang, Lin Hu, Chen Zu, Jianjia Zhang, Yun Hou, Ying Chen, Jiliu Zhou, Luping Zhou, Yan Wang
CL-TransFER: Collaborative learning based transformer for facial expression recognition with masked reconstruction. Pattern Recognit. 156 (2024)
Xiaocai Zhang, Hui Peng, Tao Tang, Yuansheng Liu, Yang Wang, Jianjia Zhang
Knowledge-based Dual External Attention Network for peptide detectability prediction. Knowl. Based Syst. 286 (2024)
Jianjia Zhang, Yunan Guo, Luping Zhou, Lei Wang, Weiwen Wu, Dinggang Shen
Constructing hierarchical attentive functional brain networks for early AD diagnosis. Medical Image Anal. 94 (2024)
Yifei Long, Jiayi Pan, Yan Xi, Jianjia Zhang, Weiwen Wu
Full Image-Index Remainder Based Single Low-Dose DR/CT Self-supervised Denoising. MICCAI (7) (2023)
Weiwen Wu, Jianjia Zhang, Shaoyu Wang, Jun Chen
Flat-Panel Addressable Cold-Cathode X-Ray Source-Based Stationary CT Architecture. IEEE Trans. Instrum. Meas. 72 (2023)
Jianjia Zhang, Zhenxi Zhang, Lei Wang, Luping Zhou, Xiaocai Zhang, Mengting Liu, Weiwen Wu
Kernel-based feature aggregation framework in point cloud networks. Pattern Recognit. 139 (2023)
Xiaocai Zhang, Hui Peng, Jianjia Zhang, Yang Wang
A cost-sensitive attention temporal convolutional network based on adaptive top-k differential evolution for imbalanced time-series classification. Expert Syst. Appl. 213 (Part C) (2023)
Xiang Tang, Xiaocai Zhang, Mengting Liu, Jianjia Zhang
Learning Asynchronous Common and Individual Functional Brain Network for AD Diagnosis. MICCAI (8) (2023)
Haiyang Mao, Yanyang Wang, Hengyong Yu, Weiwen Wu, Jianjia Zhang
Multi-perspective Adaptive Iteration Network for Metal Artifact Reduction. MICCAI (10) (2023)
Zirong Li, Yanyang Wang, Jianjia Zhang, Weiwen Wu, Hengyong Yu
Two-and-a-half Order Score-based Model for Solving 3D Ill-posed Inverse Problems. CoRR (2023)
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen
Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Weiwen Wu, Hengyong Yu, Fenglin Liu, Jianjia Zhang, Varut Vardhanabhuti
Spectral CT reconstruction via Spectral-Image Tensor and Bidirectional Image-gradient minimization. Comput. Biol. Medicine 151 (Part) (2022)
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Peng Wang, Fang Chen
Instance Image Retrieval by Learning Purely From Within the Dataset. CoRR (2022)
Jianjia Zhang, Luping Zhou, Lei Wang, Mengting Liu, Dinggang Shen
Diffusion Kernel Attention Network for Brain Disorder Classification. IEEE Trans. Medical Imaging 41 (10) (2022)
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li
Beyond Covariance: SICE and Kernel Based Visual Feature Representation. Int. J. Comput. Vis. 129 (2) (2021)
Ting Zhe, Liqin Huang, Qiang Wu, Jianjia Zhang, Chenhao Pei, Liangyu Li
Inter-Vehicle Distance Estimation Method Based on Monocular Vision Using 3D Detection. IEEE Trans. Veh. Technol. 69 (5) (2020)
Jianjia Zhang
Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray. CoRR (2020)
Yuanzhe Zhang, Ling Luo, Jianjia Zhang, Qiang Lu, Yang Wang, Zhiyong Wang
Correlation-Aware Next Basket Recommendation Using Graph Attention Networks. ICONIP (4) (2020)
Jianhua Ji, Zihua Zheng, Fang Peng, Jianjia Zhang, Bing Wu, Ming Xu, Ke Wang
10Gb/s Two-User Spatial Diversity FSO-CDMA Wiretap Channel Based on Reconfigurable Optical Encoder/Decoders. IEEE Access 8 (2020)
Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen
Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study. PAKDD (1) (2018)
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen
Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics. ICMR (2018)
Luping Zhou, Lei Wang, Jianjia Zhang, Yinghuan Shi, Yang Gao
Revisiting Metric Learning for SPD Matrix Based Visual Representation. CVPR (2017)
Jianjia Zhang, Luping Zhou, Lei Wang
Subject-adaptive Integration of Multiple SICE Brain Networks with Different Sparsity. Pattern Recognit. 63 (2017)
Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang
HEp-2 Cell Image Classification With Deep Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Shaobo Dang, Xiongcai Cai, Yang Wang, Jianjia Zhang, Fang Chen
Unsupervised Matrix-valued Kernel Learning For One Class Classification. CIKM (2017)
Jianjia Zhang, Lei Wang, Luping Zhou
Exploiting Structure Sparsity for Covariance-based Visual Representation. CoRR (2016)
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li
Learning Discriminative Stein Kernel for SPD Matrices and Its Applications. IEEE Trans. Neural Networks Learn. Syst. 27 (5) (2016)
Lei Wang, Jianjia Zhang, Luping Zhou, Chang Tang, Wanqing Li
Beyond Covariance: Feature Representation with Nonlinear Kernel Matrices. ICCV (2015)
Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang
HEp-2 Cell Image Classification with Deep Convolutional Neural Networks. CoRR (2015)
Jianjia Zhang, Luping Zhou, Lei Wang, Wanqing Li
Functional Brain Network Classification With Compact Representation of SICE Matrices. IEEE Trans. Biomed. Eng. 62 (6) (2015)
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li
Learning Discriminative Stein Kernel for SPD Matrices and Its Applications. CoRR (2014)
Zhimin Gao, Jianjia Zhang, Luping Zhou, Lei Wang
HEp-2 Cell Image Classification with Convolutional Neural Networks. I3A@ICPR (2014)
Jianjia Zhang, Luping Zhou, Lei Wang, Wanqing Li
Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification. MLMI (2014)
Lei Wang, Jianjia Zhang, Luping Zhou, Wanqing Li
A Fast Approximate AIB Algorithm for Distributional Word Clustering. CVPR (2013)
Jianjia Zhang, Lei Wang, Lingqiao Liu, Luping Zhou, Wanqing Li
Accelerating the Divisive Information-Theoretic Clustering of Visual Words. DICTA (2013)