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Qi Xie 0002
Person information
- affiliation (PhD 2020): Xi'an Jiaotong University, School of Mathematics and Statistics, China
- affiliation (2018-2019): Princeton University, NJ, USA
Other persons with the same name
- Qi Xie — disambiguation page
- Qi Xie 0001
— Hangzhou Normal University (HZNU), School of Mathematics, Key Laboratory of Cryptography and Network Security, China (and 3 more)
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2020 – today
- 2026
[i27]Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu:
Vanilla Group Equivariant Vision Transformer: Simple and Effective. CoRR abs/2602.08047 (2026)- 2025
[j26]Baopeng Li, Qi Xie, Caiwen Ma, Zhibin Pan, Mingyang Yang, Hui Zhao, Wei Gao, Xuewu Fan, Deyu Meng:
MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography. Comput. Vis. Media 11(5): 1059-1077 (2025)
[j25]Yuliang Zhu
, Jing Cheng
, Qi Xie
, Zhuo-Xu Cui
, Qingyong Zhu
, Yuanyuan Liu
, Xin Liu
, Jianfeng Ren
, Chengbo Wang
, Dong Liang
:
DUN-SRE: Deep Unrolling Network With Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction. IEEE J. Sel. Top. Signal Process. 19(8): 1694-1709 (2025)
[j24]Feiyu Tan, Yuhan Wang, Qi Xie, Jiahong Fu, Renzhen Wang, Deyu Meng:
DS-Net: A model driven network framework for lesion segmentation on fundus image. Knowl. Based Syst. 315: 113242 (2025)
[j23]Qi Xie
, Jiahong Fu
, Zongben Xu
, Deyu Meng
:
Rotation Equivariant Arbitrary-Scale Image Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 47(12): 11382-11399 (2025)
[j22]Lina Sun, Hong Wang, Qi Xie
, Yefeng Zheng, Deyu Meng:
Encoding sampling pattern for robust and generalized MRI reconstruction. Pattern Recognit. 168: 111772 (2025)
[j21]Zihong Sun
, Hong Wang
, Qi Xie
, Yefeng Zheng
, Deyu Meng
:
RSF-Conv: Rotation-and-Scale Equivariant Fourier Parameterized Convolution for Retinal Vessel Segmentation. IEEE Trans. Neural Networks Learn. Syst. 36(9): 16549-16563 (2025)
[j20]Zhiqiang Pang
, Hong Wang
, Qi Xie
, Deyu Meng
, Zongben Xu
:
TRG-Net: An Interpretable and Controllable Rain Generator. IEEE Trans. Neural Networks Learn. Syst. 36(9): 16745-16759 (2025)
[c17]Yulu Bai, Jiahong Fu, Qi Xie, Deyu Meng:
A Regularization-Guided Equivariant Approach for Image Restoration. CVPR 2025: 2300-2310
[c16]Hanze Liu, Jiahong Fu, Qi Xie, Deyu Meng:
Rotation-Equivariant Self-Supervised Method in Image Denoising. CVPR 2025: 12720-12730
[i26]Xinyi Liu, Feiyu Tan, Qi Xie, Qian Zhao, Deyu Meng:
Feature Alignment with Equivariant Convolutions for Burst Image Super-Resolution. CoRR abs/2503.08300 (2025)
[i25]Hui Lin, Dong Zeng, Qi Xie, Zerui Mao, Jianhua Ma, Deyu Meng:
Continuous Filtered Backprojection by Learnable Interpolation Network. CoRR abs/2505.01768 (2025)
[i24]Hanze Liu, Jiahong Fu, Qi Xie, Deyu Meng:
Rotation-Equivariant Self-Supervised Method in Image Denoising. CoRR abs/2505.19618 (2025)
[i23]Yulu Bai, Jiahong Fu, Qi Xie, Deyu Meng:
A Regularization-Guided Equivariant Approach for Image Restoration. CoRR abs/2505.19799 (2025)
[i22]Yuliang Zhu, Jing Cheng, Qi Xie, Zhuo-Xu Cui, Qingyong Zhu, Yuanyuan Liu, Xin Liu, Jianfeng Ren
, Chengbo Wang, Dong Liang:
DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction. CoRR abs/2506.10309 (2025)
[i21]Zhongchen Zhao, Chaodong Xiao, Hui Lin, Qi Xie, Lei Zhang, Deyu Meng:
Polyline Path Masked Attention for Vision Transformer. CoRR abs/2506.15940 (2025)
[i20]Qi Xie, Jiahong Fu, Zongben Xu, Deyu Meng:
Rotation Equivariant Arbitrary-scale Image Super-Resolution. CoRR abs/2508.05160 (2025)- 2024
[j19]Jiahong Fu
, Qi Xie
, Deyu Meng
, Zongben Xu:
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6577-6593 (2024)
[j18]Hong Wang
, Qi Xie
, Dong Zeng
, Jianhua Ma
, Deyu Meng
, Yefeng Zheng
:
OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning. IEEE Trans. Medical Imaging 43(1): 489-502 (2024)
[j17]Hong Wang
, Qi Xie
, Qian Zhao
, Yuexiang Li
, Yong Liang
, Yefeng Zheng
, Deyu Meng
:
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8668-8682 (2024)
[j16]Xinyi Liu, Qi Xie, Qian Zhao
, Hong Wang
, Deyu Meng
:
Low-Light Image Enhancement by Retinex-Based Algorithm Unrolling and Adjustment. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15758-15771 (2024)
[j15]Zhengyang Hu
, Guanzhang Liu
, Qi Xie, Jiang Xue
, Deyu Meng
, Deniz Gündüz
:
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback. IEEE Trans. Wirel. Commun. 23(1): 104-116 (2024)
[i19]Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu:
TRG-Net: An Interpretable and Controllable Rain Generator. CoRR abs/2403.09993 (2024)- 2023
[j14]Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao
:
Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution. Int. J. Comput. Vis. 131(1): 215-242 (2023)
[j13]Qi Xie, Qian Zhao
, Zongben Xu, Deyu Meng
:
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4537-4551 (2023)
[i18]Zihong Sun, Qi Xie, Deyu Meng:
FRS-Nets: Fourier Parameterized Rotation and Scale Equivariant Networks for Retinal Vessel Segmentation. CoRR abs/2309.15638 (2023)
[i17]Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu:
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. CoRR abs/2312.15701 (2023)- 2022
[j12]Qi Xie, Minghao Zhou, Qian Zhao, Zongben Xu, Deyu Meng
:
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1457-1473 (2022)
[c15]Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu:
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. ECCV (19) 2022: 235-253
[c14]Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng:
Orientation-Shared Convolution Representation for CT Metal Artifact Learning. MICCAI (6) 2022: 665-675
[i16]Xinyi Liu, Qi Xie, Qian Zhao, Hong Wang, Deyu Meng:
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment. CoRR abs/2202.05972 (2022)
[i15]Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao:
Memory-augmented Deep Unfolding Network for Guided Image Super-resolution. CoRR abs/2203.04960 (2022)
[i14]Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu:
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. CoRR abs/2209.10305 (2022)
[i13]Zhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue, Deyu Meng, Deniz Gündüz:
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback. CoRR abs/2209.15340 (2022)
[i12]Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng:
Orientation-Shared Convolution Representation for CT Metal Artifact Learning. CoRR abs/2212.13166 (2022)- 2021
[j11]Hong Wang, Yichen Wu
, Qi Xie, Qian Zhao
, Yong Liang, Shijun Zhang, Deyu Meng:
Structural residual learning for single image rain removal. Knowl. Based Syst. 213: 106595 (2021)
[c13]Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng:
Learning to Purify Noisy Labels via Meta Soft Label Corrector. AAAI 2021: 10388-10396
[c12]Xiangyu Rui, Xiangyong Cao, Qi Xie, Zongsheng Yue, Qian Zhao, Deyu Meng:
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise. CVPR 2021: 6739-6748
[c11]Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Yefeng Zheng, Deyu Meng:
From Rain Generation to Rain Removal. CVPR 2021: 14791-14801
[i11]Hong Wang, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng:
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining. CoRR abs/2107.06808 (2021)
[i10]Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng:
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. CoRR abs/2107.14519 (2021)- 2020
[j10]Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng:
Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising. Sci. China Inf. Sci. 63(12) (2020)
[j9]Hong Wang, Qi Xie, Yichen Wu
, Qian Zhao, Deyu Meng:
Single image rain streaks removal: a review and an exploration. Int. J. Mach. Learn. Cybern. 11(4): 853-872 (2020)
[j8]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
:
Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans. IEEE Trans. Computational Imaging 6: 1375-1388 (2020)
[j7]Jiangjun Peng
, Qi Xie, Qian Zhao, Yao Wang
, Yee Leung, Deyu Meng
:
Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing. IEEE Trans. Image Process. 29: 7889-7903 (2020)
[j6]Dong Zeng
, Lisha Yao, Yongshuai Ge
, Sui Li, Qi Xie, Hao Zhang
, Zhaoying Bian, Qian Zhao, Yuanqing Li
, Zongben Xu, Deyu Meng
, Jianhua Ma
:
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction. IEEE Trans. Medical Imaging 39(9): 2831-2843 (2020)
[c10]Hong Wang, Qi Xie, Qian Zhao, Deyu Meng:
A Model-Driven Deep Neural Network for Single Image Rain Removal. CVPR 2020: 3100-3109
[i9]Hong Wang, Qi Xie, Qian Zhao, Deyu Meng:
A Model-driven Deep Neural Network for Single Image Rain Removal. CoRR abs/2005.01333 (2020)
[i8]Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng:
Structural Residual Learning for Single Image Rain Removal. CoRR abs/2005.09228 (2020)
[i7]Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng:
Learning to Purify Noisy Labels via Meta Soft Label Corrector. CoRR abs/2008.00627 (2020)
[i6]Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Deyu Meng:
From Rain Removal to Rain Generation. CoRR abs/2008.03580 (2020)
2010 – 2019
- 2019
[j5]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
:
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization. IEEE Trans. Medical Imaging 38(2): 360-370 (2019)
[c9]Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu:
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net. CVPR 2019: 1585-1594
[c8]Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng:
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting. NeurIPS 2019: 1917-1928
[i5]Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu:
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net. CoRR abs/1901.03281 (2019)
[i4]Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng:
Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels. CoRR abs/1902.07379 (2019)- 2018
[j4]Qi Xie, Qian Zhao, Deyu Meng
, Zongben Xu:
Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery. IEEE Trans. Pattern Anal. Mach. Intell. 40(8): 1888-1902 (2018)
[c7]Minghan Li
, Qi Xie, Qian Zhao, Wei Wei, Shuhang Gu, Jing Tao, Deyu Meng:
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding. CVPR 2018: 6644-6653
[i3]Mingrui Geng, Yun Deng, Qian Zhao, Qi Xie, Dong Zeng, Jianhua Ma, Wangmeng Zuo, Deyu Meng:
Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement. CoRR abs/1808.02603 (2018)
[i2]Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Deyu Meng, Yee Leung:
Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing. CoRR abs/1809.06591 (2018)- 2017
[j3]Shuhang Gu, Qi Xie, Deyu Meng, Wangmeng Zuo, Xiangchu Feng, Lei Zhang
:
Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision. Int. J. Comput. Vis. 121(2): 183-208 (2017)
[j2]Qi Xie, Dong Zeng, Qian Zhao, Deyu Meng
, Zongben Xu, Zhengrong Liang
, Jianhua Ma
:
Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism. IEEE Trans. Medical Imaging 36(12): 2487-2498 (2017)
[j1]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
:
Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization. IEEE Trans. Medical Imaging 36(12): 2546-2556 (2017)
[c6]Wei Wei, Lixuan Yi, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu:
Should We Encode Rain Streaks in Video as Deterministic or Stochastic? ICCV 2017: 2535-2544
[c5]Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong:
Self-Paced Co-training. ICML 2017: 2275-2284- 2016
[c4]Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu, Shuhang Gu, Wangmeng Zuo, Lei Zhang
:
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization. CVPR 2016: 1692-1700- 2015
[c3]Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann:
Self-Paced Learning for Matrix Factorization. AAAI 2015: 3196-3202
[c2]Qian Zhao, Deyu Meng, Xu Kong
, Qi Xie, Wenfei Cao, Yao Wang, Zongben Xu:
A Novel Sparsity Measure for Tensor Recovery. ICCV 2015: 271-279
[c1]Shuhang Gu, Wangmeng Zuo, Qi Xie, Deyu Meng, Xiangchu Feng, Lei Zhang
:
Convolutional Sparse Coding for Image Super-Resolution. ICCV 2015: 1823-1831- 2014
[i1]Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu:
On the Optimal Solution of Weighted Nuclear Norm Minimization. CoRR abs/1405.6012 (2014)
Coauthor Index

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last updated on 2026-04-01 23:38 CEST by the dblp team
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