Guoqiang Han

Orcid: 0000-0002-9687-3900

Affiliations:

South China University of Technology, Guangzhou, Guangdong, China

According to our database¹, Guoqiang Han authored at least 101 papers between 2012 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

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Other

Bibliography

2025

FedBCD: Federated Ultrasound Video and Image Joint Learning for Breast Cancer Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, June, 2025

Rethinking mitosis detection: Towards diverse data and feature representation for better domain generalization.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2025

2024

FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., December, 2024

Unifying Global-Local Representations in Salient Object Detection With Transformers.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Active Learning by Feature Perturbation for Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 31st International Conference, 2024

DBrAL: A Novel Uncertainty-Based Active Learning Based on Deep-Broad Learning for Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

SS-WSSS: Small-Scale Weakly Supervised Semantic Segmentation for Histopathology Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2023

Identifying miRNA-Gene Common and Specific Regulatory Modules for Cancer Subtyping by a High-Order Graph Matching Model.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Edge Distraction-aware Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Multim., 2023

BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised Applications.

[BibT_eX]

[DOI]

CoRR, 2023

Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation.

[BibT_eX]

[DOI]

CoRR, 2023

FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Progressive Hybrid Classifier Ensemble for Imbalanced Data.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

PDBL: Improving Histopathological Tissue Classification With Plug-and-Play Pyramidal Deep-Broad Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Progressive Ensemble Kernel-Based Broad Learning System for Noisy Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Holistically Associated Transductive Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2022

SA-DPNet: Structure-aware dual pyramid network for salient object detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

CrowdGAN: Identity-Free Interactive Crowd Video Generation and Beyond.

[BibT_eX]

[DOI]

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

Multi-layer pseudo-supervision for histopathology tissue semantic segmentation using patch-level classification labels.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Invertible Grayscale with Sparsity Enforcing Priors.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Transductive Zero-Shot Action Recognition via Visually Connected Graph Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Fast and Effective Active Clustering Ensemble Based on Density Peak.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Blind Image Denoising via Dynamic Dual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

Multi-View Learning a Decomposable Affinity Matrix via Tensor Self-Representation on Grassmann Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Few-Shot Breast Cancer Metastases Classification via Unsupervised Cell Ranking.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Video Snapshot: Single Image Motion Expansion via Invertible Motion Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Fast scene labeling via structural inference.

[BibT_eX]

[DOI]

Neurocomputing, 2021

PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels.

[BibT_eX]

[DOI]

CoRR, 2021

Unifying Global-Local Representations in Salient Object Detection with Transformer.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-View Tensor Clustering Through Exploiting Both Within-View and Across-View High-Order Correlations.

[BibT_eX]

[DOI]

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

Reciprocal Transformations for Unsupervised Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Spatially-Invariant Style-Codes Controlled Makeup Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Exploring Duality in Visual Question-Driven Top-Down Saliency.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Fast User-Guided Single Image Reflection Removal via Edge-Aware Cascaded Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Learning Long-Term Structural Dependencies for Video Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Real-Time Hierarchical Supervoxel Segmentation via a Minimum Spanning Tree.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Crowd Counting Via Cross-Stage Refinement Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Identification of Multidimensional Regulatory Modules Through Multi-Graph Matching With Network Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Dual pyramid network for salient object detection.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Exsavi: Excavating both sample-wise and view-wise relationships to boost multi-view subspace clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A Collaborative Dictionary Learning Model for Nasopharyngeal Carcinoma Segmentation on Multimodalities MR Sequences.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2020

Example-Based Colourization Via Dense Encoding Pyramids.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2020

Coupled Rain Streak and Background Estimation via Separable Element-Wise Attention.

[BibT_eX]

[DOI]

IEEE Access, 2020

Hybrid Dimensionality Reduction Forest With Pruning for High-Dimensional Data Classification.

[BibT_eX]

[DOI]

IEEE Access, 2020

Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold.

[BibT_eX]

[DOI]

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

Coherence and Identity Learning for Arbitrary-length Face Video Generation.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

TENet: Triple Excitation Network for Video Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Context-Aware and Scale-Insensitive Temporal Repetition Counting.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Tensor-based Low-rank and Graph Regularized Representation Learning for Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Exploiting Global Low-Rank Structure and Local Sparsity Nature for Tensor Completion.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Recovering Hidden Diagonal Structures via Non-Negative Matrix Factorization with Multiple Constraints.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Finding Correlated Patterns via High-Order Matching for Multiple Sourced Biological Data.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2019

A Learning-Based Multimodel Integrated Framework for Dynamic Traffic Flow Forecasting.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

Highlight-assisted nighttime vehicle detection using a multi-level fusion network and label hierarchy.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Age estimation via attribute-region association.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Single Image Reflection Removal Beyond Linearity.

[BibT_eX]

[DOI]

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

2018

Deep unsupervised pixelization.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2018

Semi-Supervised Ensemble Clustering Based on Selected Constraint Projection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Progressive Semisupervised Learning of Multiple Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

WaveDec: A Wavelet Approach to Identify Both Shared and Individual Patterns of Copy-Number Variations.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2018

R³Net: Recurrent Residual Refinement Network for Saliency Detection.

[BibT_eX]

[DOI]

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

2017

Adaptive Ensembling of Semi-Supervised Clustering Solutions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Distribution-Based Cluster Structure Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

A New Kind of Nonparametric Test for Statistical Comparison of Multiple Classifiers Over Multiple Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

δ-agree AdaBoost stacked autoencoder for short-term traffic flow forecasting.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Quantitative analysis of patients with celiac disease by video capsule endoscopy: A deep learning method.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2017

Delving into Salient Object Subitizing and Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Hybrid k-Nearest Neighbor Classifier.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

A Two-Phase Space Resection Model for Accurate Topographic Reconstruction from Lunar Imagery with PushbroomScanners.

[BibT_eX]

[DOI]

Sensors, 2016

Progressive subspace ensemble learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Copy number variants calling for single cell sequencing data by multi-constrained optimization.

[BibT_eX]

[DOI]

Comput. Biol. Chem., 2016

Robust Epileptic Seizure Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2016

Incremental semi-supervised clustering ensemble for high dimensional data clustering.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Adaptive noise immune cluster ensemble using affinity propagation.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Hybrid Adaptive Classifier Ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Adaptive Fuzzy Consensus Clustering Framework for Clustering Analysis of Cancer Data.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Illumination-Invariant and Deformation-Tolerant Inner Knuckle Print Recognition Using Portable Devices.

[BibT_eX]

[DOI]

Sensors, 2015

Texture-aware ASCII art synthesis with proportional fonts.

[BibT_eX]

[DOI]

Proceedings of the 13th International Symposium on Non-Photorealistic Animation and Rendering, 2015

2014

Double Selection Based Semi-Supervised Clustering Ensemble for Tumor Clustering from Gene Expression Profiles.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Hybrid clustering solution selection strategy.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Probabilistic cluster structure ensemble.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Multi-view Based AdaBoost Classifier Ensemble for Class Prediction from Gene Expression Profiles.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2012

SC³: Triple Spectral Clustering-Based Consensus Clustering Framework for Class Discovery from Cancer Gene Expression Profiles.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Hybrid cluster ensemble framework based on the random combination of data transformation operators.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

From cluster ensemble to structure ensemble.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Visual query processing for efficient image retrieval using a SOM-based filter-refinement scheme.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Semi-supervised ensemble classification in subspaces.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2012

SOM 2 CE: Double Self-Organizing Map Based Cluster Ensemble Framework and its Application in Cancer Gene Expression Profiles.

[BibT_eX]

[DOI]

Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

Fast normalized cut algorithm based on self-organizing map.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Representative Multi-Label Bayesian Approach for image classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Structure ensemble based on fuzzy c-means.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Double space based multiobjective evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Double Partition Around Medoids based Cluster Ensemble.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Dual neural gas based structure ensemble with the bagging technique.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Guoqiang Han

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