Changqing Zhang

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Bibliography

2025
Retrieval-Augmented Prompt for OOD Detection.
CoRR, August, 2025

From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization.
CoRR, August, 2025

Helping CLIP See Both the Forest and the Trees: A Decomposition and Description Approach.
CoRR, July, 2025

Turing Machine Evaluation for Large Language Model.
CoRR, April, 2025

A Clinician-Friendly Platform for Ophthalmic Image Analysis Without Technical Barriers.
CoRR, April, 2025

Estimating LLM Uncertainty with Logits.
CoRR, February, 2025

An Intelligent Pedestrian Model with perception distance and speed to better reproduce traffic dynamics in the single-file movement.
Simul. Model. Pract. Theory, 2025

Multimodal Data Augmentation for Dynamic Fusion.
Proceedings of the International Joint Conference on Neural Networks, 2025

Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Exploring Task-Level Optimal Prompts for Visual In-Context Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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

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

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

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

Out-Of-Distribution Detection with Diversification (Provably).
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Interactive Deep Clustering via Value Mining.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

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

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

Safe Multi-View Deep Classification.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

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

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

Identifying Incorrect Classifications with Balanced Uncertainty.
CoRR, 2021

Cross-View Equivariant Auto-Encoder.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 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
Fitting the power spectrum of stationary random sequence.
Int. J. Inf. Technol. Manag., 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

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

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

Flexible Multi-View Representation Learning for Subspace Clustering.
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

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

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

Multi-view label embedding.
Pattern Recognit., 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

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

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

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

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
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

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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