Yong Xu

Orcid: 0000-0001-7183-3155

Affiliations:
  • South China University of Technology, School of Computer Science and Engineering, Guangzhou, China
  • Nanjing University, Department of Mathematics, China (PhD 1999)


According to our database1, Yong Xu authored at least 109 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multi-Behavior Graph Neural Networks for Recommender System.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

Universal Object Detection with Large Vision Model.
Int. J. Comput. Vis., April, 2024

Enhancing texture representation with deep tracing pattern encoding.
Pattern Recognit., February, 2024

Image Smoothing via Multiscale Global Perception.
IEEE Signal Process. Lett., 2024

2023
Image Desnowing via Deep Invertible Separation.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

Multi-Behavior Sequential Recommendation With Temporal Graph Transformer.
IEEE Trans. Knowl. Data Eng., June, 2023

Self-Supervised Blind Image Deconvolution via Deep Generative Ensemble Learning.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks.
CoRR, 2023

Graph-less Collaborative Filtering.
Proceedings of the ACM Web Conference 2023, 2023

Heterogeneous Graph Contrastive Learning for Recommendation.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Graph Transformer for Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Disentangled Graph Social Recommendation.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Coherent Event Guided Low-Light Video Enhancement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems.
ACM Trans. Inf. Syst., 2022

Nonblind Image Deblurring via Deep Learning in Complex Field.
IEEE Trans. Neural Networks Learn. Syst., 2022

Unreliable-to-Reliable Instance Translation for Semi-Supervised Pedestrian Detection.
IEEE Trans. Multim., 2022

Recurrent Exposure Generation for Low-Light Face Detection.
IEEE Trans. Multim., 2022

Semantic Regularized Class-Conditional GANs for Semi-Supervised Fine-Grained Image Synthesis.
IEEE Trans. Multim., 2022

PDE Learning of Filtering and Propagation for Task-Aware Facial Intrinsic Image Analysis.
IEEE Trans. Cybern., 2022

Unsupervised Deep Background Matting Using Deep Matte Prior.
IEEE Trans. Circuits Syst. Video Technol., 2022

Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors.
IEEE Trans. Circuits Syst. Video Technol., 2022

Unsupervised knowledge transfer for nonblind image deconvolution.
Pattern Recognit. Lett., 2022

Forecasting traffic flow with spatial-temporal convolutional graph attention networks.
Neural Comput. Appl., 2022

Million-scale Object Detection with Large Vision Model.
CoRR, 2022

Spatial-Temporal Sequential Hypergraph Network for Crime Prediction.
CoRR, 2022

Contrastive Meta Learning with Behavior Multiplicity for Recommendation.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Hypergraph Contrastive Collaborative Filtering.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

SwinTrack: A Simple and Strong Baseline for Transformer Tracking.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

No-Reference Image Quality Assessment Using Dynamic Complex-Valued Neural Model.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Deep Blind Image Quality Assessment Using Dual-Order Statistics.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

The Tenth Visual Object Tracking VOT2022 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Fine-Grained Object Classification via Self-Supervised Pose Alignment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Factorized Tensor Dictionary Learning for Visual Tensor Data Completion.
IEEE Trans. Multim., 2021

Multi-View 3D Shape Recognition via Correspondence-Aware Deep Learning.
IEEE Trans. Image Process., 2021

Structure-Texture Image Decomposition Using Discriminative Patch Recurrence.
IEEE Trans. Image Process., 2021

Super-resolving blurry face images with identity preservation.
Pattern Recognit. Lett., 2021

Image denoising using complex-valued deep CNN.
Pattern Recognit., 2021

Mask-guided GAN for robust text editing in the scene.
Neurocomputing, 2021

LaSOT: A High-quality Large-scale Single Object Tracking Benchmark.
Int. J. Comput. Vis., 2021

Attentive deep network for blind motion deblurring on dynamic scenes.
Comput. Vis. Image Underst., 2021

SwinTrack: A Simple and Strong Baseline for Transformer Tracking.
CoRR, 2021

FWB-Net: Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation.
CoRR, 2021

Hierarchical hashing-based multi-source image retrieval method for image denoising.
Appl. Soft Comput., 2021

Graph Meta Network for Multi-Behavior Recommendation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Encoding Spatial Distribution of Convolutional Features for Texture Representation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Discovering Density-Preserving Latent Space Walks in GANs for Semantic Image Transformations.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Hypergraph Neural Networks for Hypergraph Matching.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Social Recommendation with Self-Supervised Metagraph Informax Network.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Knowledge-aware Coupled Graph Neural Network for Social Recommendation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
IEEE Trans. Image Process., 2020

Image Denoising via Sequential Ensemble Learning.
IEEE Trans. Image Process., 2020

Collaborative Deep Learning for Super-Resolving Blurry Text Images.
IEEE Trans. Computational Imaging, 2020

Removing Reflection From a Single Image With Ghosting Effect.
IEEE Trans. Computational Imaging, 2020

Cartoon-Texture Image Decomposition using Orientation Characteristics in Patch Recurrence.
SIAM J. Imaging Sci., 2020

Single-image raindrop removal using concurrent channel-spatial attention and long-short skip connections.
Pattern Recognit. Lett., 2020

Full-reference image quality metric for blurry images and compressed images using hybrid dictionary learning.
Neural Comput. Appl., 2020

Deep Bilateral Retinex for Low-Light Image Enhancement.
CoRR, 2020

Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020


Joint Modeling of Local and Global Behavior Dynamics for Session-Based Recommendation.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Spatial-Temporal Convolutional Graph Attention Networks for Citywide Traffic Flow Forecasting.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Barzilai-Borwein-based adaptive learning rate for deep learning.
Pattern Recognit. Lett., 2019

Tourism scene classification based on multi-stage transfer learning model.
Neural Comput. Appl., 2019

Exploiting label consistency in structured sparse representation for classification.
Neural Comput. Appl., 2019

Privacy-Protective-GAN for Privacy Preserving Face De-Identification.
J. Comput. Sci. Technol., 2019

Deeply Exploiting Long-Term View Dependency for 3D Shape Recognition.
IEEE Access, 2019

Multi-view Rank Pooling for 3D Object Recognition*.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Adaptive GNN for Image Analysis and Editing.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Semi-Supervised Image Classification With Self-Paced Cross-Task Networks.
IEEE Trans. Multim., 2018

Exploiting Target Data to Learn Deep Convolutional Networks for Scene-Adapted Human Detection.
IEEE Trans. Image Process., 2018

Metric forests based on Gaussian mixture model for visual image classification.
Soft Comput., 2018

Image Cartoon-Texture Decomposition Using Isotropic Patch Recurrence.
CoRR, 2018

2017
Image-based action recognition using hint-enhanced deep neural networks.
Neurocomputing, 2017

Spatiotemporal lacunarity spectrum for dynamic texture classification.
Comput. Vis. Image Underst., 2017

2016
Supervised dictionary learning with multiple classifier integration.
Pattern Recognit., 2016

Block-based selection random forest for texture classification using multi-fractal spectrum feature.
Neural Comput. Appl., 2016

Sparse Coding for Classification via Discrimination Ensemble.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Directional regularity for visual quality estimation.
Signal Process., 2015

Classifying dynamic textures via spatiotemporal fractal analysis.
Pattern Recognit., 2015

Discriminative structured dictionary learning with hierarchical group sparsity.
Comput. Vis. Image Underst., 2015

Multiple Facial Image Editing Using Edge-Aware PDE Learning.
Comput. Graph. Forum, 2015

Characterizing dynamic textures with space-time lacunarity analysis.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Removing Rain from a Single Image via Discriminative Sparse Coding.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Structured Sparse Coding for Classification via Reweighted l 2, 1 Minimization.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
Sparse Representation for Brain Signal Processing: A tutorial on methods and applications.
IEEE Signal Process. Mag., 2014

Reduced reference image quality assessment using regularity of phase congruency.
Signal Process. Image Commun., 2014

A distinct and compact texture descriptor.
Image Vis. Comput., 2014

Lacunarity Analysis on Image Patterns for Texture Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Wavelet Domain Multifractal Analysis for Static and Dynamic Texture Classification.
IEEE Trans. Image Process., 2013

An Effective Method of 1-D Bar Code Image Identification.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

2012
Scale-space texture description on SIFT-like textons.
Comput. Vis. Image Underst., 2012

Contour-based recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Dynamic texture classification using dynamic fractal analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Viewpoint Invariant Texture Description Using Fractal Analysis.
Int. J. Comput. Vis., 2009

Integrating local feature and global statistics for texture analysis.
Proceedings of the International Conference on Image Processing, 2009

Combining powerful local and global statistics for texture description.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2006
A Projective Invariant for Textures.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006


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