Qi Xie

71 papers A* 15Journal 54Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rotation Equivariant Mamba for Vision Tasks.
CoRR
Zhongchen Zhao, Qi Xie, Keyu Huang, Lei Zhang, Deyu Meng, Zongben Xu
2026 J jnl
Vanilla Group Equivariant Vision Transformer: Simple and Effective.
CoRR
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
2025 A* conf
A Regularization-Guided Equivariant Approach for Image Restoration.
CVPR
Yulu Bai, Jiahong Fu, Qi Xie, Deyu Meng
2025 J jnl
A Regularization-Guided Equivariant Approach for Image Restoration.
CoRR
Yulu Bai, Jiahong Fu, Qi Xie, Deyu Meng
2025 J jnl
Continuous Filtered Backprojection by Learnable Interpolation Network.
CoRR
Hui Lin, Dong Zeng, Qi Xie, Zerui Mao, Jianhua Ma, Deyu Meng
2025 J jnl
DS-Net: A model driven network framework for lesion segmentation on fundus image.
Knowl. Based Syst.
Feiyu Tan, Yuhan Wang, Qi Xie, Jiahong Fu, Renzhen Wang, Deyu Meng
2025 J jnl
DUN-SRE: Deep Unrolling Network With Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction.
IEEE J. Sel. Top. Signal Process.
Yuliang Zhu, Jing Cheng, Qi Xie, Zhuo-Xu Cui, Qingyong Zhu, Yuanyuan Liu, Xin Liu, Jianfeng Ren, Chengbo Wang, Dong Liang
2025 J jnl
DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction.
CoRR
Yuliang Zhu, Jing Cheng, Qi Xie, Zhuo-Xu Cui, Qingyong Zhu, Yuanyuan Liu, Xin Liu, Jianfeng Ren, Chengbo Wang, Dong Liang
2025 J jnl
Encoding sampling pattern for robust and generalized MRI reconstruction.
Pattern Recognit.
Lina Sun, Hong Wang, Qi Xie, Yefeng Zheng, Deyu Meng
2025 J jnl
Feature Alignment with Equivariant Convolutions for Burst Image Super-Resolution.
CoRR
Xinyi Liu, Feiyu Tan, Qi Xie, Qian Zhao, Deyu Meng
2025 J jnl
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography.
Comput. Vis. Media
Baopeng Li, Qi Xie, Caiwen Ma, Zhibin Pan, Mingyang Yang, Hui Zhao, Wei Gao, Xuewu Fan, Deyu Meng
2025 J jnl
Polyline Path Masked Attention for Vision Transformer.
CoRR
Zhongchen Zhao, Chaodong Xiao, Hui Lin, Qi Xie, Lei Zhang, Deyu Meng
2025 J jnl
RSF-Conv: Rotation-and-Scale Equivariant Fourier Parameterized Convolution for Retinal Vessel Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Zihong Sun, Hong Wang, Qi Xie, Yefeng Zheng, Deyu Meng
2025 J jnl
Rotation Equivariant Arbitrary-Scale Image Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Jiahong Fu, Zongben Xu, Deyu Meng
2025 J jnl
Rotation Equivariant Arbitrary-scale Image Super-Resolution.
CoRR
Qi Xie, Jiahong Fu, Zongben Xu, Deyu Meng
2025 A* conf
Rotation-Equivariant Self-Supervised Method in Image Denoising.
CVPR
Hanze Liu, Jiahong Fu, Qi Xie, Deyu Meng
2025 J jnl
Rotation-Equivariant Self-Supervised Method in Image Denoising.
CoRR
Hanze Liu, Jiahong Fu, Qi Xie, Deyu Meng
2025 J jnl
TRG-Net: An Interpretable and Controllable Rain Generator.
IEEE Trans. Neural Networks Learn. Syst.
Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu
2024 J jnl
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun.
Zhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue, Deyu Meng, Deniz Gündüz
2024 J jnl
Low-Light Image Enhancement by Retinex-Based Algorithm Unrolling and Adjustment.
IEEE Trans. Neural Networks Learn. Syst.
Xinyi Liu, Qi Xie, Qian Zhao, Hong Wang, Deyu Meng
2024 J jnl
OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning.
IEEE Trans. Medical Imaging
Hong Wang, Qi Xie, Dong Zeng, Jianhua Ma, Deyu Meng, Yefeng Zheng
2024 J jnl
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.
IEEE Trans. Neural Networks Learn. Syst.
Hong Wang, Qi Xie, Qian Zhao, Yuexiang Li, Yong Liang, Yefeng Zheng, Deyu Meng
2024 J jnl
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
2024 J jnl
TRG-Net: An Interpretable and Controllable Rain Generator.
CoRR
Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu
2023 J jnl
FRS-Nets: Fourier Parameterized Rotation and Scale Equivariant Networks for Retinal Vessel Segmentation.
CoRR
Zihong Sun, Qi Xie, Deyu Meng
2023 J jnl
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
2023 J jnl
Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution.
Int. J. Comput. Vis.
Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao
2023 J jnl
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration.
CoRR
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
2022 J jnl
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback.
CoRR
Zhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue, Deyu Meng, Deniz Gündüz
2022 — conf
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution.
ECCV (19)
Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2022 J jnl
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution.
CoRR
Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2022 J jnl
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment.
CoRR
Xinyi Liu, Qi Xie, Qian Zhao, Hong Wang, Deyu Meng
2022 J jnl
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Minghao Zhou, Qian Zhao, Zongben Xu, Deyu Meng
2022 J jnl
Memory-augmented Deep Unfolding Network for Guided Image Super-resolution.
CoRR
Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao
2022 — conf
Orientation-Shared Convolution Representation for CT Metal Artifact Learning.
MICCAI (6)
Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
2022 J jnl
Orientation-Shared Convolution Representation for CT Metal Artifact Learning.
CoRR
Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
2021 J jnl
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions.
CoRR
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
2021 A* conf
From Rain Generation to Rain Removal.
CVPR
Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Yefeng Zheng, Deyu Meng
2021 A* conf
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise.
CVPR
Xiangyu Rui, Xiangyong Cao, Qi Xie, Zongsheng Yue, Qian Zhao, Deyu Meng
2021 A* conf
Learning to Purify Noisy Labels via Meta Soft Label Corrector.
AAAI
Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng
2021 J jnl
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.
CoRR
Hong Wang, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng
2021 J jnl
Structural residual learning for single image rain removal.
Knowl. Based Syst.
Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Shijun Zhang, Deyu Meng
2020 A* conf
A Model-Driven Deep Neural Network for Single Image Rain Removal.
CVPR
Hong Wang, Qi Xie, Qian Zhao, Deyu Meng
2020 J jnl
A Model-driven Deep Neural Network for Single Image Rain Removal.
CoRR
Hong Wang, Qi Xie, Qian Zhao, Deyu Meng
2020 J jnl
Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising.
Sci. China Inf. Sci.
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
2020 J jnl
Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans.
IEEE Trans. Computational Imaging
Yuanke Zhang, Jiangjun Peng, Dong Zeng, Qi Xie, Sui Li, Zhaoying Bian, Yongbo Wang, Yong Zhang, Qian Zhao, Hao Zhang, Zhengrong Liang, Hongbing Lu, Deyu Meng, Jianhua Ma
2020 J jnl
Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing.
IEEE Trans. Image Process.
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Yee Leung, Deyu Meng
2020 J jnl
From Rain Removal to Rain Generation.
CoRR
Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Deyu Meng
2020 J jnl
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction.
IEEE Trans. Medical Imaging
Dong Zeng, Lisha Yao, Yongshuai Ge, Sui Li, Qi Xie, Hao Zhang, Zhaoying Bian, Qian Zhao, Yuanqing Li, Zongben Xu, Deyu Meng, Jianhua Ma
2020 J jnl
Learning to Purify Noisy Labels via Meta Soft Label Corrector.
CoRR
Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng
2020 J jnl
Single image rain streaks removal: a review and an exploration.
Int. J. Mach. Learn. Cybern.
Hong Wang, Qi Xie, Yichen Wu, Qian Zhao, Deyu Meng
2020 J jnl
Structural Residual Learning for Single Image Rain Removal.
CoRR
Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng
2019 J jnl
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization.
IEEE Trans. Medical Imaging
Sui Li, Dong Zeng, Jiangjun Peng, Zhaoying Bian, Hao Zhang, Qi Xie, Yongbo Wang, Yuting Liao, Shanli Zhang, Jing Huang, Deyu Meng, Zongben Xu, Jianhua Ma
2019 A* conf
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting.
NeurIPS
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng
2019 A* conf
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.
CVPR
Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu
2019 J jnl
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.
CoRR
Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu
2019 J jnl
Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels.
CoRR
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng
2018 J jnl
Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing.
CoRR
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Deyu Meng, Yee Leung
2018 J jnl
Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2018 J jnl
Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement.
CoRR
Mingrui Geng, Yun Deng, Qian Zhao, Qi Xie, Dong Zeng, Jianhua Ma, Wangmeng Zuo, Deyu Meng
2018 A* conf
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding.
CVPR
Minghan Li, Qi Xie, Qian Zhao, Wei Wei, Shuhang Gu, Jing Tao, Deyu Meng
2017 J jnl
Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization.
IEEE Trans. Medical Imaging
Dong Zeng, Qi Xie, Wenfei Cao, Jiahui Lin, Hao Zhang, Shanli Zhang, Jing Huang, Zhaoying Bian, Deyu Meng, Zongben Xu, Zhengrong Liang, Wufan Chen, Jianhua Ma
2017 J jnl
Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism.
IEEE Trans. Medical Imaging
Qi Xie, Dong Zeng, Qian Zhao, Deyu Meng, Zongben Xu, Zhengrong Liang, Jianhua Ma
2017 A* conf
Self-Paced Co-training.
ICML
Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong
2017 A* conf
Should We Encode Rain Streaks in Video as Deterministic or Stochastic?
ICCV
Wei Wei, Lixuan Yi, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2017 J jnl
Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision.
Int. J. Comput. Vis.
Shuhang Gu, Qi Xie, Deyu Meng, Wangmeng Zuo, Xiangchu Feng, Lei Zhang
2016 A* conf
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.
CVPR
Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu, Shuhang Gu, Wangmeng Zuo, Lei Zhang
2015 A* conf
A Novel Sparsity Measure for Tensor Recovery.
ICCV
Qian Zhao, Deyu Meng, Xu Kong, Qi Xie, Wenfei Cao, Yao Wang, Zongben Xu
2015 A* conf
Convolutional Sparse Coding for Image Super-Resolution.
ICCV
Shuhang Gu, Wangmeng Zuo, Qi Xie, Deyu Meng, Xiangchu Feng, Lei Zhang
2015 A* conf
Self-Paced Learning for Matrix Factorization.
AAAI
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann
2014 J jnl
On the Optimal Solution of Weighted Nuclear Norm Minimization.
CoRR
Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu