Qi Zhu

Orcid: 0000-0001-5497-9478

Affiliations:
  • Nanjing University of Aeronautics and Astronautics, Department of Computer Science and Technology, China
  • Harbin Institute of Technology, Shenzhen Graduate School, Bio-Computing Research Center, China (PhD 2014)


According to our database1, Qi Zhu authored at least 77 papers between 2011 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Dense Hybrid Attention Network for Palmprint Image Super-Resolution.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Ordinal Pattern Tree: A New Representation Method for Brain Network Analysis.
IEEE Trans. Medical Imaging, April, 2024

A Self-Attention CycleGAN for Cross-Domain Semi-Supervised Contactless Palmprint Recognition.
Int. J. Image Graph., March, 2024

2023
Multi-Discriminator Active Adversarial Network for Multi-Center Brain Disease Diagnosis.
IEEE Trans. Big Data, December, 2023

Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors From Pathological Images and Multi-Omics Data.
IEEE Trans. Medical Imaging, October, 2023

Self-Supervised Federated Adaptation for Multi-Site Brain Disease Diagnosis.
IEEE Trans. Big Data, October, 2023

FAM3L: Feature-Aware Multi-Modal Metric Learning for Integrative Survival Analysis of Human Cancers.
IEEE Trans. Medical Imaging, September, 2023

Semi-Supervised Multi-View Fusion for Identifying CAP and COVID-19 With Unlabeled CT Images.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Deep Multi-Modal Discriminative and Interpretability Network for Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging, May, 2023

Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

Markov chain modelling of ordered Rayleigh fading channels in non-orthogonal multiple access wireless networks.
IET Signal Process., March, 2023

Pairwise feature-based generative adversarial network for incomplete multi-modal Alzheimer's disease diagnosis.
Vis. Comput., 2023

Multi-Spectral Palmprints Joint Attack and Defense With Adversarial Examples Learning.
IEEE Trans. Inf. Forensics Secur., 2023

Contactless Palmprint Image Recognition Across Smartphones With Self-Paced CycleGAN.
IEEE Trans. Inf. Forensics Secur., 2023

A Cognitive-Driven Ordinal Preservation for Multimodal Imbalanced Brain Disease Diagnosis.
IEEE Trans. Cogn. Dev. Syst., 2023

Multi-scale multi-hierarchy attention convolutional neural network for fetal brain extraction.
Pattern Recognit., 2023

Prior-Driven Dynamic Brain Networks for Multi-modal Emotion Recognition.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Transfer Learning-Assisted Survival Analysis of Breast Cancer Relying on the Spatial Interaction Between Tumor-Infiltrating Lymphocytes and Tumors.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Positive Definite Wasserstein Graph Kernel for Brain Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Multi-task Multi-instance Learning for Jointly Diagnosis and Prognosis of Early-Stage Breast Invasive Carcinoma from Whole-Slide Pathological Images.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
Stacked Topological Preserving Dynamic Brain Networks Representation and Classification.
IEEE Trans. Medical Imaging, 2022

Multimodal Triplet Attention Network for Brain Disease Diagnosis.
IEEE Trans. Medical Imaging, 2022

Weighted Correlation Embedding Learning for Domain Adaptation.
IEEE Trans. Image Process., 2022

Incomplete multi-modal brain image fusion for epilepsy classification.
Inf. Sci., 2022

Functional Brain Connectivity Hyper-Network Embedded with Structural Information for Epilepsy Diagnosis.
Int. J. Image Graph., 2022

Identify Consistent Imaging Genomic Biomarkers for Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Optimal Transport Based Ordinal Pattern Tree Kernel for Brain Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Dictionary-Induced Manifold Learning for Incomplete Multi-modal Fusion.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021
An effective recognition approach for contactless palmprint.
Vis. Comput., 2021

Visual-guided attentive attributes embedding for zero-shot learning.
Neural Networks, 2021

GACDN: generative adversarial feature completion and diagnosis network for COVID-19.
BMC Medical Imaging, 2021

Semantic-Guided High-Order Region Attention Embedding for Zero-Shot Learning.
Proceedings of the 13th International Conference on Advanced Computational Intelligence, 2021

2020
Coherent Pattern in Multi-Layer Brain Networks: Application to Epilepsy Identification.
IEEE J. Biomed. Health Informatics, 2020

Latent correlation embedded discriminative multi-modal data fusion.
Signal Process., 2020

Discriminative margin-sensitive autoencoder for collective multi-view disease analysis.
Neural Networks, 2020

Cross-spectral palmprint recognition with low-rank canonical correlation analysis.
Multim. Tools Appl., 2020

Adaptive feature weighting for robust Lp-norm sparse representation with application to biometric image classification.
Int. J. Mach. Learn. Cybern., 2020

LGSLRR: Towards fusing discriminative ordinal local and global structured low-rank representation for image recognition.
Inf. Sci., 2020

Unified Brain Network with Functional and Structural Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Identifying Resting-State Multifrequency Biomarkers via Tree-Guided Group Sparse Learning for Schizophrenia Classification.
IEEE J. Biomed. Health Informatics, 2019

Learning robust latent representation for discriminative regression.
Pattern Recognit. Lett., 2019

An alternative to face image representation and classification.
Int. J. Mach. Learn. Cybern., 2019

Multi-modal AD classification via self-paced latent correlation analysis.
Neurocomputing, 2019

Cognitive Driven Multilayer Self-Paced Learning with Misclassified Samples.
Complex., 2019

Improved Procedures for Training Primal Wasserstein GANs.
Proceedings of the 2019 IEEE SmartWorld, 2019

Multi-spectral Palmprint Recognition with Deep Multi-view Representation Learning.
Proceedings of the Machine Learning and Intelligent Communications, 2019

Multi-modality Low-Rank Learning Fused First-Order and Second-Order Information for Computer-Aided Diagnosis of Schizophrenia.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019

2018
Virtual dictionary based kernel sparse representation for face recognition.
Pattern Recognit., 2018

Novel mislabeled training data detection algorithm.
Neural Comput. Appl., 2018

Multi-Region Correlation Based Functional Brain Network for Disease Diagnosis and Cognitive States Detection.
IEEE Access, 2018

2017
Multi-modal dimensionality reduction using effective distance.
Neurocomputing, 2017

Self-paced learning for multi-modal fusion for alzheimer's disease diagnosis.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Improved label noise identification by exploiting unlabeled data.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

2016
A Class-Information-Based Sparse Component Analysis Method to Identify Differentially Expressed Genes on RNA-Seq Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016

A test sample oriented two-phase discriminative dictionary learning algorithm for face recognition.
Intell. Data Anal., 2016

Sparse representation classification based on difference subspace.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Pose-invariant face recognition using facial landmarks and Weber local descriptor.
Knowl. Based Syst., 2015

L<sub>0</sub>-norm sparse representation based on modified genetic algorithm for face recognition.
J. Vis. Commun. Image Represent., 2015

Noise modeling and representation based classification methods for face recognition.
Neurocomputing, 2015

Manifold discriminant regression learning for image classification.
Neurocomputing, 2015

Weighted sparse representation for face recognition.
Neurocomputing, 2015

Fast Sparse Representation Classification Using Transfer Learning.
Proceedings of the Cloud Computing and Security - First International Conference, 2015

2014
A novel speech enhancement method based on constrained low-rank and sparse matrix decomposition.
Speech Commun., 2014

Modified minimum squared error algorithm for robust classification and face recognition experiments.
Neurocomputing, 2014

Kernel sparse representation based classification for undersampled problem.
Proceedings of the International Conference on Smart Computing, 2014

2013
Coarse to fine K nearest neighbor classifier.
Pattern Recognit. Lett., 2013

Multi-directional two-dimensional PCA with matching score level fusion for face recognition.
Neural Comput. Appl., 2013

Image-based face verification and experiments.
Neural Comput. Appl., 2013

A simple and fast representation-based face recognition method.
Neural Comput. Appl., 2013

Local minimum squared error for face and handwritten character recognition.
J. Electronic Imaging, 2013

Using the idea of the sparse representation to perform coarse-to-fine face recognition.
Inf. Sci., 2013

From the idea of "sparse representation" to a representation-based transformation method for feature extraction.
Neurocomputing, 2013

Design and Implementation of a Bimodal Face Recognition System.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Novel Matrix Based Feature Extraction Method for Face Recognition Using Gaborface Features.
Proceedings of the Genetic and Evolutionary Computing, 2013

2012
Breast cancer diagnosis based on a kernel orthogonal transform.
Neural Comput. Appl., 2012

Kernel based sparse representation for face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Combine crossing matching scores with conventional matching scores for bimodal biometrics and face and palmprint recognition experiments.
Neurocomputing, 2011


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