Xianming Liu

Orcid: 0000-0002-8857-1785

According to our database1, Xianming Liu authored at least 181 papers between 2009 and 2025.

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Bibliography

2025
DAWN+: Wavelet-Based Image Deraining Meets Direction-Aware Attention and Mutual Representation.
IEEE Trans. Neural Networks Learn. Syst., October, 2025

Dual-Level Cross-Modality Neural Architecture Search for Guided Image Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

VDEGaussian: Video Diffusion Enhanced 4D Gaussian Splatting for Dynamic Urban Scenes Modeling.
CoRR, August, 2025

Self-Supervised Multi-Camera Collaborative Depth Prediction With Latent Diffusion Models.
IEEE Trans. Intell. Transp. Syst., July, 2025

Pixel2Pixel: A Pixelwise Approach for Zero-Shot Single Image Denoising.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

Boosting All-in-One Image Restoration via Self-Improved Privilege Learning.
CoRR, May, 2025

Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration.
CoRR, April, 2025

Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion.
CoRR, April, 2025

Content-Aware Transformer for All-in-one Image Restoration.
CoRR, April, 2025

Image Deblurring by Exploring In-Depth Properties of Transformer.
IEEE Trans. Neural Networks Learn. Syst., March, 2025

FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion.
CoRR, March, 2025

Fast and Accurate 6-D Object Pose Refinement via Implicit Surface Optimization.
IEEE Trans. Robotics, 2025

Learning Dynamic Prompts for All-in-One Image Restoration.
IEEE Trans. Image Process., 2025

Learning Lossless Compression for High Bit-Depth Volumetric Medical Image.
IEEE Trans. Image Process., 2025

FusionINV: A Diffusion-Based Approach for Multimodal Image Fusion.
IEEE Trans. Image Process., 2025

Diff-Holo: A Residual Diffusion Model With Complex Transformer for Rapid Single-Frame Hologram Reconstruction.
IEEE Trans. Computational Imaging, 2025

Enhancing consistency and mitigating bias: A data replay approach for incremental learning.
Neural Networks, 2025



Spatial Annealing for Efficient Few-shot Neural Rendering.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Debiased All-in-one Image Restoration with Task Uncertainty Regularization.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

CALLIC: Content Adaptive Learning for Lossless Image Compression.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Fully 1 × 1 Convolutional Network for Lightweight Image Super-resolution.
Mach. Intell. Res., December, 2024

A Practical Contrastive Learning Framework for Single-Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

GroupedMixer: An Entropy Model With Group-Wise Token-Mixers for Learned Image Compression.
IEEE Trans. Circuits Syst. Video Technol., October, 2024

Deep Attentional Guided Image Filtering.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Illumination-Aware Low-Light Image Enhancement with Transformer and Auto-Knee Curve.
ACM Trans. Multim. Comput. Commun. Appl., August, 2024

SPADNet: Structure Prior-Aware Dynamic Network for Face Super-Resolution.
IEEE Trans. Biom. Behav. Identity Sci., July, 2024

ReSmooth: Detecting and Utilizing OOD Samples When Training With Data Augmentation.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Overhead-free Noise-tolerant Federated Learning: A New Baseline.
Mach. Intell. Res., June, 2024

Deep Lossy Plus Residual Coding for Lossless and Near-Lossless Image Compression.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Reciprocal transformer for hyperspectral and multispectral image fusion.
Inf. Fusion, April, 2024

Transforming Image Super-Resolution: A ConvFormer-Based Efficient Approach.
IEEE Trans. Image Process., 2024

BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation.
IEEE Trans. Image Process., 2024

Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image Fusion.
IEEE Trans. Image Process., 2024

Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring.
IEEE Trans. Computational Imaging, 2024

HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction.
IEEE Trans. Computational Imaging, 2024

LLV-FSR: Exploiting Large Language-Vision Prior for Face Super-resolution.
CoRR, 2024

Adaptive Stereo Depth Estimation with Multi-Spectral Images Across All Lighting Conditions.
CoRR, 2024

A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends.
CoRR, 2024

Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond.
CoRR, 2024

MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance Fields.
CoRR, 2024

PVContext: Hybrid Context Model for Point Cloud Compression.
CoRR, 2024

DINO-SD: Champion Solution for ICRA 2024 RoboDepth Challenge.
CoRR, 2024

The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition.
CoRR, 2024

Mesh Denoising Transformer.
CoRR, 2024

The Third Monocular Depth Estimation Challenge.
CoRR, 2024

REPS: Reconstruction-based Point Cloud Sampling.
CoRR, 2024

Enhancing Privacy-Utility Tradeoff with Few-Round Strategy in Heterogeneous Federated Learning.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

Disentangled-Multimodal Privileged Knowledge Distillation for Depression Recognition with Incomplete Multimodal Data.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Exploiting Self-Supervised Constraints in image Super-Resolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Context-Adaptive Entropy Model With Adapters For Lossless Point Cloud Geometry Compression.
Proceedings of the IEEE International Conference on Image Processing, 2024

Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training.
Proceedings of the Computer Vision - ECCV 2024, 2024



Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution.
Inf. Fusion, December, 2023

DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation.
Mach. Intell. Res., December, 2023

Super-Resolving Face Image by Facial Parsing Information.
IEEE Trans. Biom. Behav. Identity Sci., October, 2023

Self-Supervised Arbitrary-Scale Implicit Point Clouds Upsampling.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

ZMFF: Zero-shot multi-focus image fusion.
Inf. Fusion, April, 2023

Unsupervised Deep Exemplar Colorization via Pyramid Dual Non-Local Attention.
IEEE Trans. Image Process., 2023

Deep Learning-based Face Super-resolution: A Survey.
ACM Comput. Surv., 2023

Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution.
CoRR, 2023

Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection.
CoRR, 2023

No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation.
Proceedings of the International Conference on Machine Learning, 2023

Learning Lossless Compression for High Bit-Depth Medical Imaging.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Large Sparse Kernels for Federated Learning.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Spatial-Frequency Mutual Learning for Face Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Thermal Image Super-Resolution Challenge Results - PBVS 2023.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022

Graph Signal Processing for Geometric Data and Beyond: Theory and Applications.
IEEE Trans. Multim., 2022

High-Resolution Depth Maps Imaging via Attention-Based Hierarchical Multi-Modal Fusion.
IEEE Trans. Image Process., 2022

Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution.
IEEE Trans. Image Process., 2022

Propagating Facial Prior Knowledge for Multitask Learning in Face Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Unfolding Network for Spatiospectral Image Super-Resolution.
IEEE Trans. Computational Imaging, 2022

BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring.
IEEE CAA J. Autom. Sinica, 2022

Self-Supervised Monocular Depth Estimation via Discrete Strategy and Uncertainty.
IEEE CAA J. Autom. Sinica, 2022

Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion.
Proceedings of the Computer Vision - ECCV 2022, 2022

LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-training.
Proceedings of the Computer Vision - ECCV 2022, 2022


Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022



GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Towards End-to-End Image Compression and Analysis with Transformers.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Graph-Based Feature-Preserving Mesh Normal Filtering.
IEEE Trans. Vis. Comput. Graph., 2021

NormalNet: Learning-Based Mesh Normal Denoising via Local Partition Normalization.
IEEE Trans. Circuits Syst. Video Technol., 2021

Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing.
IEEE Trans. Computational Imaging, 2021

A Practical Contrastive Learning Framework for Single Image Super-Resolution.
CoRR, 2021

Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
CoRR, 2021

BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring.
CoRR, 2021

Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Heatmap-Aware Pyramid Face Hallucination.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Zero-Shot Multi-Focus Image Fusion.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Learning with Noisy Labels via Sparse Regularization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Color-Guided Depth Image Recovery With Adaptive Data Fidelity and Transferred Graph Laplacian Regularization.
IEEE Trans. Circuits Syst. Video Technol., 2020

Contrast Enhancement via Dual Graph Total Variation-Based Image Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2020

Single-Image Blind Deblurring Using Multi-Scale Latent Structure Prior.
IEEE Trans. Circuits Syst. Video Technol., 2020

Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery.
IEEE Trans. Computational Imaging, 2020

Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis.
CoRR, 2020

Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing.
CoRR, 2020

Parsing Map Guided Multi-Scale Attention Network For Face Hallucination.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Depth Super-Resolution via Joint Color-Guided Internal and External Regularizations.
IEEE Trans. Image Process., 2019

Depth Restoration From RGB-D Data via Joint Adaptive Regularization and Thresholding on Manifolds.
IEEE Trans. Image Process., 2019

Graph-Based Joint Dequantization and Contrast Enhancement of Poorly Lit JPEG Images.
IEEE Trans. Image Process., 2019

Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis.
IEEE Trans. Image Process., 2019

Graph-Based Blind Image Deblurring From a Single Photograph.
IEEE Trans. Image Process., 2019

Joint Gaze Correction and Face Beautification for Conference Video Using Dual Sparsity Prior.
IEEE Trans. Ind. Electron., 2019

Hyperspectral Image Classification in the Presence of Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2019

NormalNet: Learning based Guided Normal Filtering for Mesh Denoising.
CoRR, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Reconstruction-cognizant Graph Sampling Using Gershgorin Disc Alignment.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Supervised Distributed Hashing for Large-Scale Multimedia Retrieval.
IEEE Trans. Multim., 2018

Reduced-Reference Image Quality Assessment in Free-Energy Principle and Sparse Representation.
IEEE Trans. Multim., 2018

Prior-Based Quantization Bin Matching for Cloud Storage of JPEG Images.
IEEE Trans. Image Process., 2018

Parametric local multiview hamming distance metric learning.
Pattern Recognit., 2018

Adaptive Screen Content Image Enhancement Strategy using Layer-based Segmentation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

A Blind Quality Measure for Industrial 2D Matrix Symbols Using Shallow Convolutional Neural Network.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Blind Image Deblurring Via Reweighted Graph Total Variation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Compressed Image Restoration via External-Image Assisted Band Adaptive PCA Model Learning.
Proceedings of the 2018 Data Compression Conference, 2018

2017
Utility-Driven Adaptive Preprocessing for Screen Content Video Compression.
IEEE Trans. Multim., 2017

Sparsity-Based Image Error Concealment via Adaptive Dual Dictionary Learning and Regularization.
IEEE Trans. Image Process., 2017

Random Walk Graph Laplacian-Based Smoothness Prior for Soft Decoding of JPEG Images.
IEEE Trans. Image Process., 2017

Quality assessment for real out-of-focus blurred images.
J. Vis. Commun. Image Represent., 2017

Multi-scale Similarity Enhanced Guided Normal Filtering.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Fast Noisy Image Quality Assessment Based on Free-Energy Principle.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Dynamic backlight scaling considering ambient luminance for mobile energy saving.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Single depth image super-resolution and denoising based on sparse graphs via structure tensor.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Guided Image Contrast Enhancement Based on Retrieved Images in Cloud.
IEEE Trans. Multim., 2016

Low-Rank Decomposition-Based Restoration of Compressed Images via Adaptive Noise Estimation.
IEEE Trans. Image Process., 2016

Compressive Sampling-Based Image Coding for Resource-Deficient Visual Communication.
IEEE Trans. Image Process., 2016

Data-Driven Soft Decoding of Compressed Images in Dual Transform-Pixel Domain.
IEEE Trans. Image Process., 2016

SIFT Keypoint Removal and Injection via Convex Relaxation.
IEEE Trans. Inf. Forensics Secur., 2016

Secure Reversible Image Data Hiding Over Encrypted Domain via Key Modulation.
IEEE Trans. Circuits Syst. Video Technol., 2016

Perceptual image quality assessment combining free-energy principle and sparse representation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Mesh Denoising with Local Guided Normal Filtering and Non-local Similarity.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

Blind quality assessment of compressed images via pseudo structural similarity.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Quantization bin matching for cloud storage of JPEG images.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Model-based low bit-rate video coding for resource-deficient wireless visual communication.
Neurocomputing, 2015

Quality assessment for out-of-focus blurred images.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Frame Rate and Perceptual Quality for HD Video.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Inter-block consistent soft decoding of JPEG images with sparsity and graph-signal smoothness priors.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Joint denoising and contrast enhancement of images using graph laplacian operator.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Data-driven sparsity-based restoration of JPEG-compressed images in dual transform-pixel domain.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Progressive Image Denoising Through Hybrid Graph Laplacian Regularization: A Unified Framework.
IEEE Trans. Image Process., 2014

Image Interpolation via Graph-Based Bayesian Label Propagation.
IEEE Trans. Image Process., 2014

Designing an Efficient Image Encryption-Then-Compression System via Prediction Error Clustering and Random Permutation.
IEEE Trans. Inf. Forensics Secur., 2014

Scalable Compression of Stream Cipher Encrypted Images Through Context-Adaptive Sampling.
IEEE Trans. Inf. Forensics Secur., 2014

Estimation of capacity parameters for dynamic histogram shifting (DHS)-based reversible image watermarking.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Multiple Description Image Coding with Local Random Measurements.
Proceedings of the Data Compression Conference, 2014

2013
Low bit-rate image coding via local random down-sampling.
Proceedings of the 30th Picture Coding Symposium, 2013

Parametric Local Multimodal Hashing for Cross-View Similarity Search.
Proceedings of the IJCAI 2013, 2013

Spatial error concealment via model based coupled sparse representation.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Sparsity-based soft decoding of compressed images in transform domain.
Proceedings of the IEEE International Conference on Image Processing, 2013

On the design of an efficient encryption-then-compression system.
Proceedings of the IEEE International Conference on Acoustics, 2013

Progressive Image Restoration through Hybrid Graph Laplacian Regularization.
Proceedings of the 2013 Data Compression Conference, 2013

Image Super-Resolution via Hierarchical and Collaborative Sparse Representation.
Proceedings of the 2013 Data Compression Conference, 2013

2012
Low bit-rate video coding via mode-dependent adaptive regression for wireless visual communications.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

Web image interpolation via weighted total least squares regression.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-scale Spatial Error Concealment via Hybrid Bayesian Regression.
Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

2011
Image Interpolation Via Regularized Local Linear Regression.
IEEE Trans. Image Process., 2011

Side information extrapolation with temporal and spatial consistency.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Transductive Regression with Local and Global Consistency for Image Super-Resolution.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010
Side information enhancement via texture and motion activity analysis in distributed video coding.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Image interpolation via regularized local linear regression.
Proceedings of the Picture Coding Symposium, 2010

2009
Local adaptive learning and fusion for side information interpolation in distributed video coding.
Proceedings of the 2009 Picture Coding Symposium, 2009

Improved low delay distributed video coding.
Proceedings of the 2009 Picture Coding Symposium, 2009

Two-pass reconstruction in distributed video coding.
Proceedings of the 2009 Picture Coding Symposium, 2009

Multi-hypothesis based multi-view distributed video coding.
Proceedings of the 2009 Picture Coding Symposium, 2009

Joint learning for side information and correlation model based on linear regression model in distributed video coding.
Proceedings of the International Conference on Image Processing, 2009


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