Qi Xie

Orcid: 0000-0003-0864-5623

Affiliations:

Xi'an Jiaotong University, School of Mathematics and Statistics, China (PhD 2020)
Princeton University, NJ, USA (2018-2019)

According to our database¹, Qi Xie authored at least 60 papers between 2014 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Aligning Network Equivariance with Data Symmetry: A Theoretical Framework and Adaptive Approach for Image Restoration.

[BibT_eX]

[DOI]

CoRR, May, 2026

Image-to-Image Translation Framework Embedded with Rotation Symmetry Priors.

[BibT_eX]

[DOI]

CoRR, April, 2026

Rotation Equivariant Mamba for Vision Tasks.

[BibT_eX]

[DOI]

CoRR, March, 2026

Vanilla Group Equivariant Vision Transformer: Simple and Effective.

[BibT_eX]

[DOI]

CoRR, February, 2026

Multivariate neural directional total variation.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

QMSANet: A quaternion multi-scale attention network for robust color image denoising.

[BibT_eX]

[DOI]

Neural Networks, 2026

2025

Rotation Equivariant Arbitrary-Scale Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

DUN-SRE: Deep Unrolling Network With Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., December, 2025

RSF-Conv: Rotation-and-Scale Equivariant Fourier Parameterized Convolution for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2025

TRG-Net: An Interpretable and Controllable Rain Generator.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2025

Polyline Path Masked Attention for Vision Transformer.

[BibT_eX]

[DOI]

CoRR, June, 2025

Continuous Filtered Backprojection by Learnable Interpolation Network.

[BibT_eX]

[DOI]

CoRR, May, 2025

Feature Alignment with Equivariant Convolutions for Burst Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, March, 2025

Encoding sampling pattern for robust and generalized MRI reconstruction.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

DS-Net: A model driven network framework for lesion segmentation on fundus image.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

MDFP-Net: A Model-Driven Deep Neural Network for Fourier Ptychography.

[BibT_eX]

[DOI]

Comput. Vis. Media, 2025

Rotation-Equivariant Self-Supervised Method in Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

A Regularization-Guided Equivariant Approach for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Low-Light Image Enhancement by Retinex-Based Algorithm Unrolling and Adjustment.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2024

Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2024

A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., January, 2024

OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, January, 2024

2023

Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2023

FRS-Nets: Fourier Parameterized Rotation and Scale Equivariant Networks for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

Zihong Sun

Qi Xie

Deyu Meng

CoRR, 2023

2022

MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Orientation-Shared Convolution Representation for CT Metal Artifact Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Structural residual learning for single image rain removal.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.

[BibT_eX]

[DOI]

CoRR, 2021

From Rain Generation to Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning to Purify Noisy Labels via Meta Soft Label Corrector.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Single image rain streaks removal: a review and an exploration.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

From Rain Removal to Rain Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Structural Residual Learning for Single Image Rain Removal.

[BibT_eX]

[DOI]

CoRR, 2020

Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

A Model-Driven Deep Neural Network for Single Image Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels.

[BibT_eX]

[DOI]

CoRR, 2019

Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing.

[BibT_eX]

[DOI]

CoRR, 2018

Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement.

[BibT_eX]

[DOI]

CoRR, 2018

Video Rain Streak Removal by Multiscale Convolutional Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Self-Paced Co-training.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Should We Encode Rain Streaks in Video as Deterministic or Stochastic?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

A Novel Sparsity Measure for Tensor Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Convolutional Sparse Coding for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Self-Paced Learning for Matrix Factorization.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

On the Optimal Solution of Weighted Nuclear Norm Minimization.

[BibT_eX]

[DOI]

CoRR, 2014

Qi Xie

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...