Changqing Zhang

Orcid: 0000-0003-1410-6650

According to our database¹, Changqing Zhang authored at least 143 papers between 1994 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2024

Stabilizing Multispectral Pedestrian Detection With Evidential Hybrid Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2024

Semantic Invariant Multi-View Clustering With Fully Incomplete Information.

[BibT_eX]

[DOI]

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

Autoencoder in Autoencoder Networks.

[BibT_eX]

[DOI]

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

Evidential Pseudo-Label Ensemble for semi-supervised classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., January, 2024

Autoencoder-Based Collaborative Attention GAN for Multi-Modal Image Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Pick-and-Place Transform Learning for Fast Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Invariant Test-Time Adaptation for Vision-Language Model Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

Selective Learning: Towards Robust Calibration with Dynamic Regularization.

[BibT_eX]

[DOI]

CoRR, 2024

Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

2023

SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, March, 2023

Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, February, 2023

Confidence-Aware Fusion Using Dempster-Shafer Theory for Multispectral Pedestrian Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Multiview Clustering by Consensus Spectral Rotation Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Trusted Multi-View Classification With Dynamic Evidential Fusion.

[BibT_eX]

[DOI]

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

ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning.

[BibT_eX]

[DOI]

CoRR, 2023

Semantic Equivariant Mixup.

[BibT_eX]

[DOI]

CoRR, 2023

Reweighted Mixup for Subpopulation Shift.

[BibT_eX]

[DOI]

CoRR, 2023

Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification.

[BibT_eX]

[DOI]

CoRR, 2023

Balanced Audiovisual Dataset for Imbalance Analysis.

[BibT_eX]

[DOI]

CoRR, 2023

Study on Engineering Application of servo control System in Giant friction welding Machines, 122-132.

[BibT_eX]

[DOI]

Mechatron. Syst. Control., 2023

Fairness-guided Few-shot Prompting for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Provable Dynamic Fusion for Low-Quality Multimodal Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

dugMatting: Decomposed-Uncertainty-Guided Matting.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Calibrating Multimodal Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Graph Matching with Bi-level Noisy Correspondence.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Attention Paper: How Generative AI Reshapes Digital Shadow Industry?

[BibT_eX]

[DOI]

Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

Safe Multi-View Deep Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

One-Step Multiview Subspace Segmentation via Joint Skinny Tensor Learning and Latent Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Deep Partial Multi-View Learning.

[BibT_eX]

[DOI]

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

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.

[BibT_eX]

[DOI]

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

Multi-modal sequence learning for Alzheimer's disease progression prediction with incomplete variable-length longitudinal data.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Trustworthy Long-Tailed Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Deep Spectral Representation Learning From Multi-View Data.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Incomplete multi-modal representation learning for Alzheimer's disease diagnosis.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

RED-Nets: Redistribution Networks for Multi-View Classification.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

Identifying Incorrect Classifications with Balanced Uncertainty.

[BibT_eX]

[DOI]

Bolian Li

Zige Zheng

Changqing Zhang

CoRR, 2021

Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Cross-View Equivariant Auto-Encoder.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Trusted Multi-View Classification.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Multi-View Information-Bottleneck Representation Learning.

[BibT_eX]

[DOI]

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

Uncertainty-Aware Multi-View Representation Learning.

[BibT_eX]

[DOI]

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

2020

Diagnosis of Coronavirus Disease 2019 (COVID-19) With Structured Latent Multi-View Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Dual Shared-Specific Multiview Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Multiview Latent Space Learning With Feature Redundancy Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Hybrid Noise-Oriented Multilabel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Unsupervised Video Action Clustering via Motion-Scene Interaction Constraint.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Generalized Latent Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multi-modal latent space inducing ensemble SVM classifier for early dementia diagnosis with neuroimaging data.

[BibT_eX]

[DOI]

Medical Image Anal., 2020

Fitting the power spectrum of stationary random sequence.

[BibT_eX]

[DOI]

Changqing Zhang

Zhanwen Liu

Zhi-gang Xu

Int. J. Inf. Technol. Manag., 2020

Tensorized Multi-view Subspace Representation Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2020

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection.

[BibT_eX]

[DOI]

CoRR, 2020

M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients.

[BibT_eX]

[DOI]

CoRR, 2020

Ball k-means.

[BibT_eX]

[DOI]

CoRR, 2020

M<sup>2</sup> Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

SAAN: Semantic Attention Adaptation Network for Face Super-Resolution.

[BibT_eX]

[DOI]

Tianyu Zhao

Changqing Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Progressive Point To Set Metric Learning For Semi-Supervised Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Multi-Scale Cross-Modal Spatial Attention Fusion for Multi-label Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

SPL-MLL: Selecting Predictable Landmarks for Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Learning a Joint Affinity Graph for Multiview Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Adaptive Hypergraph Embedded Semi-Supervised Multi-Label Image Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Infant Brain Development Prediction With Latent Partial Multi-View Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Graph Structure Fusion for Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Multi-view subspace clustering with intactness-aware similarity.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Efficient registration of multi-view point sets by K-means clustering.

[BibT_eX]

[DOI]

Jihua Zhu

Zutao Jiang

Georgios D. Evangelidis

Changqing Zhang

Shanmin Pang

Zhongyu Li

Inf. Sci., 2019

Multi-view Deep Subspace Clustering Networks.

[BibT_eX]

[DOI]

CoRR, 2019

CPM-Nets: Cross Partial Multi-View Networks.

[BibT_eX]

[DOI]

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

Deep Distillation Metric Learning.

[BibT_eX]

[DOI]

Jiaxu Han

Tianyu Zhao

Changqing Zhang

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Chinese Address Similarity Calculation Based on Auto Geological Level Tagging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

Attributed Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Flexible Multi-View Representation Learning for Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-view Spectral Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Deep Vocoder: Low Bit Rate Compression of Speech with Deep Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Speech Reconstruction Algorithm via Iteratively Reweighted ℓ2 Minimization for MFCC Codec.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

AE2-Nets: Autoencoder in Autoencoder Networks.

[BibT_eX]

[DOI]

Changqing Zhang

Yeqing Liu

Huazhu Fu

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

Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally.

[BibT_eX]

[DOI]

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

2018

Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Graph Learning for Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Shape-Preserving Object Depth Control for Stereoscopic Images.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Multi-label feature selection with missing labels.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Multi-view label embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Entropy-based active sparse subspace clustering.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Co-regularized unsupervised feature selection.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Nighttime low illumination image enhancement with single image using bright/dark channel prior.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2018

Weighted median guided filtering method for single image rain removal.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2018

Unsupervised Degradation Learning for Single Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2018

Latent Subspace Representation for Multiclass Classification.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards Generalized and Efficient Metric Learning on Riemannian Manifold.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

FISH-MML: Fisher-HSIC Multi-View Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Ensemble of Label Specific Features for Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Support Vector Metric Learning on Symmetric Positive Definite Manifold.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Application of Non-uniform Sampling in Compressed Sensing for Speech Signal.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2018

Generalized Multi-view Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Latent Semantic Aware Multi-View Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Consistent and Specific Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Depth-Preserving Stereo Image Retargeting Based on Pixel Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Flexible Multi-View Dimensionality Co-Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Salient Object Detection via Weighted Low Rank Matrix Recovery.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Subspace clustering guided unsupervised feature selection.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Unsupervised feature selection via Diversity-induced Self-representation.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Research on axial bearing capacity of rectangular concrete-filled steel tubular columns based on artificial neural networks.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2017

LEAF: Latent Extended Attribute Features Discovery for Visual Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Multi-view Label Space Dimension Reduction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Independence regularized multi-label ensemble.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Mixed sparsity regularized multi-view unsupervised feature selection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Unsupervised feature selection by manifold regularized self-representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Semi-Supervised Multi-view Multi-label Classification Based on Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Latent Multi-view Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Exclusivity-Consistency Regularized Multi-view Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Saliency-Aware Nonparametric Foreground Annotation Based on Weakly Labeled Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Combining neighborhood separable subspaces for classification via sparsity regularized optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Set to Set Visual Tracking.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Multi-view Representative and Informative Induced Active Learning.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

SketchNet: Sketch Classification with Web Images.

[BibT_eX]

[DOI]

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

Robust Multi-label Feature Selection with Missing Labels.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Unsupervised Subspace Learning via Analysis Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Coupled Dictionary Learning for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Constrained Multi-View Video Face Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Structured Saliency Fusion Based on Dempster-Shafer Theory.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

A flexible framework of adaptive method selection for image saliency detection.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Advanced security analysis of a signature scheme with message recovery.

[BibT_eX]

[DOI]

Int. J. Inf. Comput. Secur., 2015

Multi-cue Augmented Face Clustering.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Low-Rank Tensor Constrained Multiview Subspace Clustering.

[BibT_eX]

[DOI]

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

Diversity-induced Multi-view Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

tasiRNAdb: a database of ta-siRNA regulatory pathways.

[BibT_eX]

[DOI]

Bioinform., 2014

Video Face Clustering via Constrained Sparse Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Human Skin Detection via Semantic Constraint.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Output Feature Augmented Lasso.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Secure Gateway of Internet of Things Based on AppWeb and Secure Sockets Layer for Intelligent Granary Management System.

[BibT_eX]

[DOI]

Proceedings of the Computer and Computing Technologies in Agriculture VII, 2013

2012

Identification of <i>trans</i>-acting siRNAs and their regulatory cascades in grapevine.

[BibT_eX]

[DOI]

Bioinform., 2012

2011

A mutation degree model for the identification of transcriptional regulatory elements.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

2000

WebSSQL - A Query Language for Multimedia Web Documents.

[BibT_eX]

[DOI]

Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), 2000

1999

Retrieval of Multimedia Web Documents and Removal of Redundant Information.

[BibT_eX]

[DOI]

Nikolaos G. Bourbakis

Int. J. Artif. Intell. Tools, 1999

1994

A computer-aided system for linear production designs.

[BibT_eX]

[DOI]

Decis. Support Syst., 1994

Changqing Zhang

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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