I am currently a Professor at the College of Computer Science and Technology, [Zhejiang University of Technology], Hangzhou, China.
My research interest includes image processing, tensor learning, and fast algorithm.
📧 E-mail: zjw@zjut.edu.cn; Google Scholar
🔔 News
- 2024.10: One paper is accepted by NIPS.
- 2024.07: One paper is accepted by ECAI.
- 2024.06: One paper is accepted by TCI.
📄 Publications
Note: * indicates the corresponding author.
2024
- Alias-Free Mamba Neural Operator
Jianwei Zheng, Wei Li, Ni Xu, Junwei Zhu, Xiaoxu Lin, Xiaoqin Zhang*
Neural Information Processing Systems(NIPS), 2024. (CCF A) - Decoupled: Competitive Framework for Semi-supervised: Medical Image Segmentation
Jiahe Chen,Jianwei Zheng*, Shen Wang,Jiahe Ying
European Conference on Artificial-Intelligence(ECAI), 2024. (CCF B) - PGIUN:Physics-Guided Implicit Unrolling Network for Accelerated MRI
Jiawei Jiang, Zihan He, Yueqian Quan, Jie Wu, Jianwei Zheng*
IEEE Transactions on Computational Imaging(TCI), 2024. (IF 5.4) -
Multi-Contrast MRI Reconstruction via Information-growth Holistic Unfolding Network
Jiacheng Chen, Fei Wu, Jianwei Zheng*
IEEE Transactions on Instrumentation & Measurement (TIM), 2024. (IF 5.6) - Robust Principal Component Analysis via High-Order self-learning Transform Tensor Nuclear Norm
Honghui Xu, Queqian Quan, Chuangjie Fang, Jianwei Zheng*
IEEE International Conference on Multimedia and Expo (ICME), 2024. (CCF B) - Dual-Enhanced High-Order Self-Learning TSVD for Robust Principal Component Analysis
Honghui Xu, Chuangjie Fang, Renfang Wang, Shengyong Chen, Jianwei Zheng*
IEEE Transactions on Artificial Intelligence (TAI)，2024. [Pdf] -
High Fidelity Person-centric Subject-to-Image Synthesis
Yibin Wang, Weizhong Zhang, Jianwei Zheng*, Cheng Jin
*IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. (CCF A) [pdf] - Residual Graph Transformer for Autism Spectrum Disorder Prediction
Yibin Wang, Haixia Long, Bo Tao, Jianwei Zheng*
Computer Methods and Programs in Biomedicine, 2024. (IF 6.1) [pdf] - CGMA-Net: Cross-Level Guidance and Multi-Scale Aggregation Network for Polyp Segmentation
Jianwei Zheng, Yidong Yan, Liang Zhao, Xiang Pan*
IEEE Journal of Biomedical and Health Informatics, 2024. (IF 7.7, CCF C)[pdf] [code] - ORSI Salient Object Detection via Progressive Semantic Flow and Uncertainty-aware Refinement
Yueqian Quan, Honghui Xu, Renfang Wang, Qiu Guan*, Jianwei Zheng*
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024. (IF: 8.2, CCF B) [pdf] [code] - SyFormer: Structure-Guided Synergism Transformer for Large-Portion Image Inpainting
Jie Wu, Yuchao Feng, Honghui Xu, Chuanmeng Zhu, Jianwei Zheng*
AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A) [Pdf] [code] - Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction
Jiacheng Chen, Jiawei Jiang, Jianwei Zheng*
AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A) [pdf] - Memory-augmented dual-domain unfolding network for MRI reconstruction
Jiawei Jiang, Jie Wu, Yueqian Quan, Jianwei Zheng*
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024. (CCF B) [pdf] - HMNet: Hierarchical Microscale-aware Network for Infrared Small Target Detection
Yueqian Quan, Honghui Xu, Yidong Yan, Hang Zheng, Jianwei Zheng*
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024. (Oral, CCF B) [Pdf] - Multi-dimensional Visual Data Completion via Weighted Hybrid Graph-Laplacian
Jiawei Jiang, Yile Xu, Honghui Xu, Guojiang Shen, Jianwei Zheng*
Signal Processing, 2024. (IF 4.4, CCF C) [Pdf] [code]
2023
- Contrastive Attention-guided Multi-level Feature Registration for Reference-based Image Super-resolution
Jianwei Zheng, Yu Liu, Yuchao Feng, Honghui Xu, Meiyu Zhang*
ACM Transactions on Multimedia Computing Communications and Applications, 2023. (IF 5.1, CCF B) [pdf] - Latent-space Unfolding for MRI Reconstruction
Jiawei Jiang, Yuchao Feng, Jiacheng Chen, Dongyan Guo, Jianwei Zheng*
ACM International Conference on Multimedia (ACM MM), 2023. (Oral, CCF A) [pdf] - A Lightweight Collective-Attention Network For Change Detection
Yuchao Feng, Yanyan Shao, Honghui xu, Jinshan Xu, Jianwei Zheng*
ACM International Conference on Multimedia (ACM MM), 2023. (CCF A) [pdf] - Cascading Blend Network for Image Inpainting
Yiting Jin, Jie Wu, Wanliang Wang, Yidong Yan, Jiawei Jiang, Jianwei Zheng*
ACM Transactions on Multimedia Computing Communications and Applications, 2023. (IF 5.1, CCF B) [pdf] - Remote Sensing Semantic Segmentation via Boundary Supervision Aided Multi-scale Channel-wise Cross Attention Network
Jianwei Zheng, Anhao Shao, Yidong Yan, Jie Wu, Meiyu Zhang*
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 (IF: 8.2, CCF B) [pdf] - PLSNet: Position-aware GCN-based Autism Spectrum Disorder Diagnosis via FC Learning and ROIs Sifting
Yibin Wang, Haixia Long, Qianwei Zhou, Tao Bo, Jianwei Zheng*
Computers in Biology and Medicine, 2023. (IF 7.7) [pdf] - GCN-based Autism Spectrum Disorder Diagnosis via Convolutional Restructuring Attention
Yibin Wang, Haixia Long, Qianwei Zhou, Jianwei Zheng*
Cognitive Science Society Annual Conferenc (CogSci), 2023. (CCF B) [pdf] - Tensor Completion via Hybrid Shallow-and-Deep Priors
Honghui Xu, , Jiawei Jiang, Yuchao Feng, Yiting Jin, Jianwei Zheng*
Applied Intelligence, 2023. (IF: 5.3, CCF C) [pdf] - GA-HQS: MRI Reconstruction via a Generically Accelerated Unfolding Approach
Jiawei Jiang, Jiacheng Chen, Honghui Xu, Yuchao Feng, Jianwei Zheng*
IEEE International Conference on Multimedia and Expo (ICME), 2023. (CCF B) [pdf] - Compact Intertemporal Coupling Network for Remote Sensing Change Detection
Yuchao Feng, Honghui Xu, Jiawei Jiang, Jianwei Zheng*
IEEE International Conference on Multimedia and Expo (ICME), 2023. (CCF B) [pdf] [code] - CA-GAN: Object Placement via Coalescing Attention Based Generative Adversarial Network
Yibin Wang, Yuchao Feng, Jie Wu, Honghui Xu, Jianwei Zheng*
IEEE International Conference on Multimedia and Expo (ICME), 2023. (CCF B) [pdf] - ORSI Salient Object Detection via Cross-scale Interaction and Enlarged Receptive Field
Jianwei Zheng, Yueqian Quan, Hang Zheng, Yibin Wang, Xiang Pan*
IEEE Geoscience and Remote Sensing Letters, 2023. (IF: 4.8, CCF C) [pdf] - Hyperspectral Image Super-Resolution via Subspace-Based Deep Prior Regularization
Jianwei Zheng, Pengfei Li, Honghui Xu, Jiawei Jiang, Yuchao Feng, and Zhi Liu*
Journal of Selected Topics in Applied Earth Observations and Remote Sensing* (JSTAR), 2023. (IF: 5.5) [pdf] - Low-dose CT Reconstruction via Optimization-inspired GAN
Jiawei Jiang, Yuchao Feng, Honghui Xu, Jianwei Zheng*
IEEE International Conference on Acoustics, Speech and Signal Processing (ICSAPP), 2023. (CCF B) [pdf] [code] - Building Change Detection using Cross-temporal Feature Interaction Network
Yuchao Feng, Jiawei Jiang, Honghui Xu, Jianwei Zheng*
IEEE International Conference on Acoustics, Speech and Signal Processing (ICSAPP), 2023. (CCF B) [pdf] [code] - ORSI Salient Object Detection via Bidimensional Attention and Full-stage Semantic Guidance
Yubin Gu, Honghui Xu, Yueqian Quan, Wanjun Chen, and Jianwei Zheng*
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. (IF: 8.2, CCF B) [pdf] [code] - Change Detection on Remote Sensing Images using Dual-branch Multi-level Inter-temporal Network
Yuchao Feng, Jiawei Jiang, Honghui Xu, Jianwei Zheng*
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. (IF: 8.2, CCF B) [pdf] [code] - Nonlocal B-spline Representation of Tensor Decomposition for Hyperspectral Image Inpainting
Honghui Xu, Mengjie Qin, Yidong Yan, Yueqian Quan, Jianwei Zheng*
Signal Processing, 2023. (IF: 4.4, CCF C) [pdf] - CASF-Net: Cross-attention and Cross-scale Fusion Network for Medical Image Segmentation
Jianwei Zheng, Hao Liu, Yuchao Feng, Jinshan Xu, Liang Zhao*
Computer Methods and Programs in Biomedicine, 2023. (IF: 6.1) [pdf] [code]
2022
- Dense Vehicle Counting Estimation via a Synergism Attention Network
Yiting Jin, Jie Wu, Wanliang Wang, Yibin Wang, Xi Yang, Jianwei Zheng*
Electronics. 2022. (IF: 2.9) [pdf] - Boosting Feature-Aware Network for Salient Object Detection
Jianwei Zheng, Yubin Gu, Yuchao Feng, Jinshan Xu, Meiyu Zhang*
International Conference on Artificial Neural Networks, 2022. (Oral, CCF C) [pdf] - Hyperspectral and Multispectral Data Fusion Via Joint Local-Nonlocal Modeling and Truncation Operator
Jiawei Jiang, Yuchao Feng, Honghui Xu, Guojiang Shen, Jianwei Zheng*
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR), 2022. (IF: 5.5) [pdf] - ICIF-Net: Intra-scale Cross-interaction and Inter-scale Feature Fusion Network For Bi-temporal Remote Sensing Images Change Detection
Yuchao Feng, Honghui Xu, Jiawei Jiang, Hao Liu, Jianwei Zheng*
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022. (Highly Cited Paper, IF: 8.2, CCF B) [pdf] [code] - Fast tensor nuclear norm for structured low-rank visual inpainting
Honghui Xu, Jianwei Zheng*, Xiaomin Yao, Yuchao Feng, Shengyong Chen
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022. (IF: 8.4, CCF B) [pdf] [code]
2021
- 3D Octave and 2D Vanilla Mixed Convolutional Neural Network for Hyperspectral Image Classification with Limited Samples
Yuchao Feng, Jianwei Zheng*, Mengjie Qin, Cong Bai, Jinglin Zhang
Remote Sensing, 2021. (IF: 5.0) [pdf] [code] - Tensor completion using patch-wise high order Hankelization and randomized tensor ring initialization
Jianwei Zheng, Mengjie Qin, Honghui Xu, Yuchao Feng, Peijun Chen*, Shengyong Chen
Engineering Applications of Artificial Intelligence*, 2021. (IF: 8.0, CCF C) [pdf] - Hyperspectral-multispectral image fusion via tensor ring and subspace decompositions
Honghui Xu, Mengjie Qin, Shengsyong Chen, Yuhui Zheng, and Jianwei Zheng*
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR), 2021. (IF: 5.5) [pdf] - Enhanced low-rank constraint for temporal subspace clustering and its acceleration scheme
Jianwei Zheng, Ping Yang, Guojiang Shen*, Shengyong Chen, Wei Zhang*
Pattern Recognition, 2021. (IF: 8.0, CCF B) [pdf] [code] -
Manifold based nonlocal second-order regularization for Hyperspectral image inpainting
Jianwei Zheng, Jiawei Jiang, Honghui Xu, Zhi Liu*, Fei Gao
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR), 2021. (IF: 5.5) [pdf] [code] - Hyperspectral image classification using mixed convolutions and covariance pooling
Jianwei Zheng, Yuchao Feng, Cong Bai*, Jinglin Zhang
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021. (Highly Cited Paper, IF: 8.2, CCF B) [pdf] [code]
2020
- Truncated low-rank and total p variation constrained color image completion and its Moreau approximation algorithm
Jianwei Zheng, Ping Yang, Xi Yang*, Shengyong Chen*
IEEE Transactions on Image Processing (TIP), 2020. (IF: 10.6, CCF A) [pdf] [code] - Image denoising using sparsifying transform learning and weighted singular values minimization
Yanwei Zhao, Ping Yang, Qiu Guan, Jianwei Zheng*, Wanliang Wang
Computational Intelligence and Neuroscience, 2020. (IF: 2.69) [pdf] - Hyperspectral image restoration via local low-rank matrix recovery and Moreau-enhanced total variation
Yanhong Yang, Jianwei Zheng*, Shengyong Chen*, and Meiyu Zhang
IEEE Geoscience and Remote Sensing Letters, 2020. (IF: 4.8, CCF C) [pdf] - Efficient implementation of truncated reweighting low-rank matrix approximation
Jianwei Zheng, Mengjie Qin, Xiaolong Zhou*, Jiafa Mao*, and Hongchuan Yu
IEEE Transactions on Industrial Informatics, 2020. (IF: 12.3, CCF C) [pdf] [code]
2019
- Missing elements recovery using low-rank tensor completion and total variation minimization
Jinglin Zhang, Menjie Qin, Cong Bai, Jianwei Zheng*
16th International Forum of Digital TV and Multimedia Communication (IFTC), 2019. (Best Paper Award) [pdf] - Weighted mixed-norm regularized regression for robust face identification
Jianwei Zheng, Kechen Lou, Xi Yang*, Cong Bai*, and Jinhui Tang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019. (IF: 10.4, CCF B) [pdf] [code] - Double weighted low-rank representation and its efficient implementation
Jianwei Zheng. Kechen Lou, Ping Yang*, and Wanjun Chen, and Wanliang Wang
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2019. (CCF C) [pdf]
2018
- An efficient truncated nuclear norm constrained matrix completion for image inpainting
Jianwei Zheng, Mengjie Qin, Hongchuan Yu, Wanliang Wang
Computer Graphics International (CGI), 2018. (CCF C) [pdf] - Kernel group sparse representation classifier with structural and non-convex constraints
Jianwei Zheng, Hong Qiu, Weiguo Sheng, Xi Yang*, Hongchuan Yu
Neurocomputing, 2018. (IF: 6, CCF C) [pdf] [code]
2017
- Block cluster based dictionary learning for image de-noising and de-blurring
Jianwei Zheng, Ping Yang, Shanshan Fang, Cong Bai*
Pacific-Rim Conference on Multimedia (PCM), 2017. (CCF C) [pdf] - Iterative reconstrained group sparse face recognition with adaptive weights learning
Jianwei Zheng, Ping Yang, Shengyong Chen*, Guojiang Shen, Wanliang Wang
IEEE Transactions on Image Processing (TIP), 2017. (IF: 10.6, CCF A) [pdf] [code]
🌐 Academic Activities
Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Image Processing (IEEE TIP)
- IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)
- Applied Mathematical Modeling
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Journal of Big Data
- ACMMM 2023
- ICME 2023,2024
- ICASSP 2023,2024
- ICRA 2023