Changqing Zhang

Orcid: 0000-0003-1410-6650

According to our database1, Changqing Zhang authored at least 157 papers between 1994 and 2024.

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

Timeline

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On csauthors.net:

Bibliography

2024
Similarity measure-based spectrum sensing algorithm under impulsive noise.
Wirel. Networks, August, 2024

Experimental Demonstration of a Tunable Energy-Selective Gamma-Ray Imaging System Based on Recoil Electrons.
Sensors, June, 2024

Stabilizing Multispectral Pedestrian Detection With Evidential Hybrid Fusion.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Semantic Invariant Multi-View Clustering With Fully Incomplete Information.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

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

Evidential Pseudo-Label Ensemble for semi-supervised classification.
Pattern Recognit. Lett., January, 2024

Autoencoder-Based Collaborative Attention GAN for Multi-Modal Image Synthesis.
IEEE Trans. Multim., 2024

Pick-and-Place Transform Learning for Fast Multi-View Clustering.
IEEE Trans. Image Process., 2024

Confidence-aware multi-modality learning for eye disease screening.
Medical Image Anal., 2024

A principled framework for explainable multimodal disentanglement.
Inf. Sci., 2024

The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection.
CoRR, 2024

COME: Test-time adaption by Conservatively Minimizing Entropy.
CoRR, 2024

DOTA: Distributional Test-Time Adaptation of Vision-Language Models.
CoRR, 2024

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases.
CoRR, 2024

Multimodal Fusion on Low-quality Data: A Comprehensive Survey.
CoRR, 2024

Invariant Test-Time Adaptation for Vision-Language Model Generalization.
CoRR, 2024

Selective Learning: Towards Robust Calibration with Dynamic Regularization.
CoRR, 2024

Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models.
CoRR, 2024

Rethinking the Reliability of Post-hoc Calibration Methods Under Subpopulation Shift.
Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

Can I Trust You? Rethinking Calibration with Controllable Confidence Ranking.
Proceedings of the International Joint Conference on Neural Networks, 2024

Uncertainty-aware Dynamic Re-weighting Robust Classification.
Proceedings of the International Joint Conference on Neural Networks, 2024

Predictive Dynamic Fusion.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Test-time Adaptation against Multi-modal Reliability Bias.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation.
IEEE J. Biomed. Health Informatics, March, 2023

Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity.
IEEE Trans. Medical Imaging, February, 2023

Confidence-Aware Fusion Using Dempster-Shafer Theory for Multispectral Pedestrian Detection.
IEEE Trans. Multim., 2023

Multiview Clustering by Consensus Spectral Rotation Fusion.
IEEE Trans. Image Process., 2023

Trusted Multi-View Classification With Dynamic Evidential Fusion.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning.
CoRR, 2023

Semantic Equivariant Mixup.
CoRR, 2023

Reweighted Mixup for Subpopulation Shift.
CoRR, 2023

Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification.
CoRR, 2023

Balanced Audiovisual Dataset for Imbalance Analysis.
CoRR, 2023

Study on Engineering Application of servo control System in Giant friction welding Machines.
Mechatron. Syst. Control., 2023

Fairness-guided Few-shot Prompting for Large Language Models.
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.
Proceedings of the International Conference on Machine Learning, 2023

dugMatting: Decomposed-Uncertainty-Guided Matting.
Proceedings of the International Conference on Machine Learning, 2023

Calibrating Multimodal Learning.
Proceedings of the International Conference on Machine Learning, 2023

Graph Matching with Bi-level Noisy Correspondence.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Attention Paper: How Generative AI Reshapes Digital Shadow Industry?
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

Safe Multi-View Deep Classification.
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.
IEEE Trans. Cybern., 2022

Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation.
IEEE Trans. Cybern., 2022

Deep Partial Multi-View Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multi-modal sequence learning for Alzheimer's disease progression prediction with incomplete variable-length longitudinal data.
Medical Image Anal., 2022

UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Trustworthy Long-Tailed Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Deep Spectral Representation Learning From Multi-View Data.
IEEE Trans. Image Process., 2021

Incomplete multi-modal representation learning for Alzheimer's disease diagnosis.
Medical Image Anal., 2021

RED-Nets: Redistribution Networks for Multi-View Classification.
Inf. Fusion, 2021

Identifying Incorrect Classifications with Balanced Uncertainty.
CoRR, 2021

Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Cross-View Equivariant Auto-Encoder.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Trusted Multi-View Classification.
Proceedings of the 9th International Conference on Learning Representations, 2021

Multi-View Information-Bottleneck Representation Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Uncertainty-Aware Multi-View Representation Learning.
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.
IEEE Trans. Medical Imaging, 2020

Dual Shared-Specific Multiview Subspace Clustering.
IEEE Trans. Cybern., 2020

Multiview Latent Space Learning With Feature Redundancy Minimization.
IEEE Trans. Cybern., 2020

Hybrid Noise-Oriented Multilabel Learning.
IEEE Trans. Cybern., 2020

Unsupervised Video Action Clustering via Motion-Scene Interaction Constraint.
IEEE Trans. Circuits Syst. Video Technol., 2020

Generalized Latent Multi-View Subspace Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multi-modal latent space inducing ensemble SVM classifier for early dementia diagnosis with neuroimaging data.
Medical Image Anal., 2020

Fitting the power spectrum of stationary random sequence.
Int. J. Inf. Technol. Manag., 2020

Tensorized Multi-view Subspace Representation Learning.
Int. J. Comput. Vis., 2020

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection.
CoRR, 2020

M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients.
CoRR, 2020

Ball k-means.
CoRR, 2020

M<sup>2</sup> Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

SAAN: Semantic Attention Adaptation Network for Face Super-Resolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Progressive Point To Set Metric Learning For Semi-Supervised Few-Shot Classification.
Proceedings of the IEEE International Conference on Image Processing, 2020

Multi-Scale Cross-Modal Spatial Attention Fusion for Multi-label Image Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

SPL-MLL: Selecting Predictable Landmarks for Multi-label Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Learning a Joint Affinity Graph for Multiview Subspace Clustering.
IEEE Trans. Multim., 2019

Adaptive Hypergraph Embedded Semi-Supervised Multi-Label Image Annotation.
IEEE Trans. Multim., 2019

Infant Brain Development Prediction With Latent Partial Multi-View Representation Learning.
IEEE Trans. Medical Imaging, 2019

Graph Structure Fusion for Multiview Clustering.
IEEE Trans. Knowl. Data Eng., 2019

Multi-view subspace clustering with intactness-aware similarity.
Pattern Recognit., 2019

Efficient registration of multi-view point sets by K-means clustering.
Inf. Sci., 2019

Multi-view Deep Subspace Clustering Networks.
CoRR, 2019

CPM-Nets: Cross Partial Multi-View Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Deep Distillation Metric Learning.
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.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

Attributed Subspace Clustering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Flexible Multi-View Representation Learning for Subspace Clustering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-view Spectral Clustering Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Deep Vocoder: Low Bit Rate Compression of Speech with Deep Autoencoder.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Speech Reconstruction Algorithm via Iteratively Reweighted ℓ2 Minimization for MFCC Codec.
Proceedings of the 27th European Signal Processing Conference, 2019

AE2-Nets: Autoencoder in Autoencoder Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image.
IEEE Trans. Medical Imaging, 2018

Graph Learning for Multiview Clustering.
IEEE Trans. Cybern., 2018

Shape-Preserving Object Depth Control for Stereoscopic Images.
IEEE Trans. Circuits Syst. Video Technol., 2018

Multi-label feature selection with missing labels.
Pattern Recognit., 2018

Multi-view label embedding.
Pattern Recognit., 2018

Entropy-based active sparse subspace clustering.
Multim. Tools Appl., 2018

Co-regularized unsupervised feature selection.
Neurocomputing, 2018

Nighttime low illumination image enhancement with single image using bright/dark channel prior.
EURASIP J. Image Video Process., 2018

Weighted median guided filtering method for single image rain removal.
EURASIP J. Image Video Process., 2018

Unsupervised Degradation Learning for Single Image Super-Resolution.
CoRR, 2018

Latent Subspace Representation for Multiclass Classification.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis.
Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards Generalized and Efficient Metric Learning on Riemannian Manifold.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

FISH-MML: Fisher-HSIC Multi-View Metric Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Ensemble of Label Specific Features for Multi-Label Classification.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Support Vector Metric Learning on Symmetric Positive Definite Manifold.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Application of Non-uniform Sampling in Compressed Sensing for Speech Signal.
Proceedings of the Intelligent Computing Theories and Application, 2018

Generalized Multi-view Unsupervised Feature Selection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Latent Semantic Aware Multi-View Multi-Label Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Consistent and Specific Multi-View Subspace Clustering.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Depth-Preserving Stereo Image Retargeting Based on Pixel Fusion.
IEEE Trans. Multim., 2017

Flexible Multi-View Dimensionality Co-Reduction.
IEEE Trans. Image Process., 2017

Salient Object Detection via Weighted Low Rank Matrix Recovery.
IEEE Signal Process. Lett., 2017

Subspace clustering guided unsupervised feature selection.
Pattern Recognit., 2017

Unsupervised feature selection via Diversity-induced Self-representation.
Neurocomputing, 2017

Research on axial bearing capacity of rectangular concrete-filled steel tubular columns based on artificial neural networks.
Frontiers Comput. Sci., 2017

LEAF: Latent Extended Attribute Features Discovery for Visual Classification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Multi-view Label Space Dimension Reduction.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Independence regularized multi-label ensemble.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Mixed sparsity regularized multi-view unsupervised feature selection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Unsupervised feature selection by manifold regularized self-representation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Semi-Supervised Multi-view Multi-label Classification Based on Nonnegative Matrix Factorization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Latent Multi-view Subspace Clustering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Exclusivity-Consistency Regularized Multi-view Subspace Clustering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Saliency-Aware Nonparametric Foreground Annotation Based on Weakly Labeled Data.
IEEE Trans. Neural Networks Learn. Syst., 2016

Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion.
IEEE Signal Process. Lett., 2016

Combining neighborhood separable subspaces for classification via sparsity regularized optimization.
Inf. Sci., 2016

Set to Set Visual Tracking.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Multi-view Representative and Informative Induced Active Learning.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

SketchNet: Sketch Classification with Web Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Robust Multi-label Feature Selection with Missing Labels.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Unsupervised Subspace Learning via Analysis Dictionary Learning.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Coupled Dictionary Learning for Unsupervised Feature Selection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Constrained Multi-View Video Face Clustering.
IEEE Trans. Image Process., 2015

Structured Saliency Fusion Based on Dempster-Shafer Theory.
IEEE Signal Process. Lett., 2015

A flexible framework of adaptive method selection for image saliency detection.
Pattern Recognit. Lett., 2015

Advanced security analysis of a signature scheme with message recovery.
Int. J. Inf. Comput. Secur., 2015

Multi-cue Augmented Face Clustering.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Low-Rank Tensor Constrained Multiview Subspace Clustering.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Diversity-induced Multi-view Subspace Clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
tasiRNAdb: a database of ta-siRNA regulatory pathways.
Bioinform., 2014

Video Face Clustering via Constrained Sparse Representation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Human Skin Detection via Semantic Constraint.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Output Feature Augmented Lasso.
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.
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.
Bioinform., 2012

2011
A mutation degree model for the identification of transcriptional regulatory elements.
BMC Bioinform., 2011

2000
WebSSQL - A Query Language for Multimedia Web Documents.
Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), 2000

1999
Retrieval of Multimedia Web Documents and Removal of Redundant Information.
Int. J. Artif. Intell. Tools, 1999

1994
A computer-aided system for linear production designs.
Decis. Support Syst., 1994


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