Hongzhi Zhang

Orcid: 0000-0002-9688-7691

According to our database1, Hongzhi Zhang authored at least 102 papers between 2004 and 2024.

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Bibliography

2024
Survey of transformers and towards ensemble learning using transformers for natural language processing.
J. Big Data, December, 2024

FedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning.
CoRR, 2024

Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models.
CoRR, 2024

2023
T Cell Immune Algorithm: A Novel Nature-Inspired Algorithm for Engineering Applications.
IEEE Access, 2023

Multi-Source Domain Fusion Cross-Domain Pedestrian Recognition Based on High-Quality Intermediate Domains.
IEEE Access, 2023

Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing Sequential Recommendation Model.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

ConKGP: A Contrastive Learning Framework on Knowledge Graphs for Commonsense Reasoning with Perturbation.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Improving Text Classification Tasks Based on Knowledge Graphs for Limited Labeled Data.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022
Crowd Counting Via Perspective-Guided Fractional-Dilation Convolution.
IEEE Trans. Multim., 2022

CrabNet: Fully Task-Specific Feature Learning for One-Stage Object Detection.
IEEE Trans. Image Process., 2022

Delving Deeper Into Pixel Prior for Box-Supervised Semantic Segmentation.
IEEE Trans. Image Process., 2022

Robust deep ensemble method for real-world image denoising.
Neurocomputing, 2022

On Steering Multi-Annotations per Sample for Multi-Task Learning.
CoRR, 2022

S<sup>2</sup>QL: Retrieval Augmented Zero-Shot Question Answering over Knowledge Graph.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Complex Question Answering over Incomplete Knowledge Graph as N-ary Link Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2022

PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Self-supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Constrained Online Cut-Paste for Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

Modeling of microstructural effects on the creep of hardened cement paste using an experimentally informed lattice model.
Comput. Aided Civ. Infrastructure Eng., 2021

Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Learning cascaded convolutional networks for blind single image super-resolution.
Neurocomputing, 2020

Adaptive State Observers for Incrementally Quadratic Nonlinear Systems with Application to Chaos Synchronization.
Circuits Syst. Signal Process., 2020

Flexible Image Denoising with Multi-layer Conditional Feature Modulation.
CoRR, 2020

On Combining CNN With Non-Local Self-Similarity Based Image Denoising Methods.
IEEE Access, 2020

Correlation Filters With Adaptive Multiple Contexts for Visual Tracking.
IEEE Access, 2020

CHESTNUT: Improve Serendipity in Movie Recommendation by an Information Theory-Based Collaborative Filtering Approach.
Proceedings of the Human Interface and the Management of Information. Interacting with Information, 2020

Table Fact Verification with Structure-Aware Transformer.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Real-time Efficient Facial Landmark Detection Algorithms.
Proceedings of the AIPR 2020: 3rd International Conference on Artificial Intelligence and Pattern Recognition, 2020

2019
Learning Distance Metric for Support Vector Machine: A Multiple Kernel Learning Approach.
Neural Process. Lett., 2019

Multi-view multitask learning for knowledge base relation detection.
Knowl. Based Syst., 2019

Joint learning of Siamese network with top-down modulation and hard example mining for visual tracking.
J. Electronic Imaging, 2019

Online non-negative discriminative dictionary learning for tracking.
EURASIP J. Adv. Signal Process., 2019

Multi-Level Wavelet Convolutional Neural Networks.
IEEE Access, 2019

Driver-automation cooperative steering control system in avoiding obstacle for road vehicles.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019



2018
Metric Learning with Dynamically Generated Pairwise Constraints for Ear Recognition.
Inf., 2018

Learning pairwise SVM on hierarchical deep features for ear recognition.
IET Biom., 2018

Factoid Question Answering with Distant Supervision.
Entropy, 2018

Metric Learning with Dynamically Generated Pairwise Constraints for Ear Recognition.
CoRR, 2018

An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering.
CoRR, 2018

An Attention-Based Word-Level Interaction Model for Knowledge Base Relation Detection.
IEEE Access, 2018

Multi-Level Wavelet-CNN for Image Restoration.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
A Two-Stage Joint Model for Domain-Specific Entity Detection and Linking Leveraging an Unlabeled Corpus.
Inf., 2017

How can a sparse representation be made applicable for very low-dimensional data?
Expert Syst. Appl., 2017

Learning pairwise SVM on deep features for ear recognition.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

Tongue Image Analysis
Springer, ISBN: 978-981-10-2167-1, 2017

2016
Joint Learning of Multiple Regressors for Single Image Super-Resolution.
IEEE Signal Process. Lett., 2016

Class relatedness oriented-discriminative dictionary learning for multiclass image classification.
Pattern Recognit., 2016

Adjusting samples for obtaining better l<sub>2</sub>-norm minimization based sparse representation.
J. Vis. Commun. Image Represent., 2016

Bayesian non-parametric gradient histogram estimation for texture-enhanced image deblurring.
Neurocomputing, 2016

Sample pair based sparse representation classification for face recognition.
Expert Syst. Appl., 2016

A novel geometric feature extraction method for ear recognition.
Expert Syst. Appl., 2016

Efficient non-uniform deblurring based on generalized additive convolution model.
EURASIP J. Adv. Signal Process., 2016

Learning-Based Weighted Total Variation for Structure Preserving Texture Removal.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Joint Learning of Distance Metric and Kernel Classifier via Multiple Kernel Learning.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

The Effect of Quantization Setting for Image Denoising Methods: An Empirical Study.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015
基于加权核范数最小化的矩阵填充模型 (Weighted Nuclear Norm Minimization Model for Matrix Completion).
计算机科学, 2015

Fast total-variation based image restoration based on derivative alternated direction optimization methods.
Neurocomputing, 2015

Mechanism design of an insulator cleaning robot for suspension insulator strings.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Revisiting Single Image Super-Resolution Under Internet Environment: Blur Kernels and Reconstruction Algorithms.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Non-convex Regularized Self-representation for Unsupervised Feature Selection.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Metric Learning with Relative Distance Constraints: A Modified SVM Approach.
Proceedings of the Intelligent Computation in Big Data Era, 2015

A Generalized Additive Convolution Model for Efficient Deblurring of Camera Shaken Image.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Class Relatedness Oriented Discriminative Dictionary Learning.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
Combination of linear regression classification and collaborative representation classification.
Neural Comput. Appl., 2014

Survey of Community Structure Segmentation in Complex Networks.
J. Softw., 2014

Joint sparsity matrix learning for multiclass classification applied to face recognition.
J. Electronic Imaging, 2014

An additive convolution model for fast restoration of nonuniform blurred images.
Int. J. Comput. Math., 2014

Fast neighbourhood component analysis with spatially smooth regulariser for robust noisy face recognition.
IET Biom., 2014

Wrist Pulse Diagnosis Using Complex Network.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014

Interactive Tongue Body Segmentation.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014

Fast Augmented Lagrangian Method for Image Smoothing with Hyper-Laplacian Gradient Prior.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2013
Fast marching over the 2D Gabor magnitude domain for tongue body segmentation.
EURASIP J. Adv. Signal Process., 2013

A Derivative Augmented Lagrangian Method for Fast Total Variation Based Image Restoration.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Adaptive Regularization Parameters and Norm Selection for Sparse Gradient Based Image Restoration.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Automated Tongue Segmentation Based on 2D Gabor Filters and Fast Marching.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

A comparison of three types of pulse signals: Physical meaning and diagnosis performance.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012
Combination of Heterogeneous Features for Wrist Pulse Blood Flow Signal Diagnosis via Multiple Kernel Learning.
IEEE Trans. Inf. Technol. Biomed., 2012

Face Recognition Using Fast Neighborhood Component Analysis with Spatially Smooth Regularizer.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Multiscale Sample Entropy Analysis of Wrist Pulse Blood Flow Signal for Disease Diagnosis.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Fast Restoration of Nonuniform Blurred Images.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Gabor Feature-Based Fast Neighborhood Component Analysis for Face Recognition.
Proceedings of the Intelligent Computing Theories and Applications, 2012

An Algorithm Based on Augmented Lagrangian Method for Generalized Gradient Vector Flow Computation.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Design and implementation of a multi-channel pulse signal acquisition system.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2010
Post-processed LDA for face and palmprint recognition: What is the rationale.
Signal Process., 2010

Classification of Pulse Waveforms Using Edit Distance with Real Penalty.
EURASIP J. Adv. Signal Process., 2010

Classification of Wrist Pulse Blood Flow Signal Using Time Warp Edit Distance.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Tongue Image Texture Segmentation Based on Gabor Filter Plus Normalized Cut.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Time Series Classification Using Support Vector Machine with Gaussian Elastic Metric Kernel.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Research on the tailoring automatic sub-bed system using algorithm.
Proceedings of the Sixth International Conference on Natural Computation, 2010

2008
The New Development of CAD in Clothing.
Comput. Inf. Sci., 2008

Biomedical Image Processing: A Cross-Discipline Course for Undergraduate Computer Science and Technology Major.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
Combination of two novel LDA-based methods for face recognition.
Neurocomputing, 2007

Kernel Difference-Weighted k-Nearest Neighbors Classification.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

2006
A snake-based approach to automated segmentation of tongue image using polar edge detector.
Int. J. Imaging Syst. Technol., 2006

2004
Combination of polar edge detection and active contour model for automated tongue segmentation.
Proceedings of the Third International Conference on Image and Graphics, 2004


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