Yonghua Zhu

Orcid: 0000-0002-6419-9018

According to our database1, Yonghua Zhu authored at least 82 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
Multigraph Fusion for Dynamic Graph Convolutional Network.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

A graph transformer defence against graph perturbation by a flexible-pass filter.
Inf. Fusion, 2024

Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Robust Node Classification on Graph Data with Graph and Label Noise.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Modularized composite attention network for continuous music emotion recognition.
Multim. Tools Appl., February, 2023

Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text.
CoRR, 2023

Chain of Propagation Prompting for Node Classification.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Sketch-to-image Synthesis with Image-level Encoding Aggregation and Patch-level Semantic Refinement.
Proceedings of the 7th International Conference on Computer Science and Application Engineering, 2023

A Quality-improved Method based on Attention Mechanism and Contrastive Learning for Image Style Transfer.
Proceedings of the 8th International Conference on Computer and Communication Systems, 2023

2022
Robust self-tuning multi-view clustering.
World Wide Web, 2022

One-step spectral rotation clustering with balanced constrains.
World Wide Web, 2022

Unsupervised Spectral Feature Selection With Dynamic Hyper-Graph Learning.
IEEE Trans. Knowl. Data Eng., 2022

Robust Multi-view Classification with Sample Constraints.
Neural Process. Lett., 2022

Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer's Disease analysis.
Inf. Fusion, 2022

TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Reference-based Face Editing with Spherical Harmonic Illumination and Geometry Improvement.
Proceedings of the 6th International Conference on Computer Science and Application Engineering, 2022

Prompt-based Conservation Learning for Multi-hop Question Answering.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE.
Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021
Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data.
IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification.
IEEE Trans. Medical Imaging, 2021

Cross-modal image sentiment analysis via deep correlation of textual semantic.
Knowl. Based Syst., 2021

Image emotion distribution learning based on enhanced fuzzy KNN algorithm with sparse learning.
J. Intell. Fuzzy Syst., 2021

One-step spectral rotation clustering for imbalanced high-dimensional data.
Inf. Process. Manag., 2021

Global and Local Structure Preservation for Nonlinear High-dimensional Spectral Clustering.
Comput. J., 2021

Soil moisture downscaling using multiple modes of the DISPATCH algorithm in a semi-humid/humid region.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Attention-based Joint Feature Extraction Model For Static Music Emotion Classification.
Proceedings of the 14th International Symposium on Computational Intelligence and Design, 2021

KnHiGAN: Knowledge-enhanced Hierarchical Generative Adversarial Network for Fine-grained Text-to-Image Synthesis.
Proceedings of the 14th International Symposium on Computational Intelligence and Design, 2021

Text Pared into Scene Graph for Diverse Image Generation.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

Enriching Attributes from Knowledge Graph for Fine-grained Text-to-Image Synthesis.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

2020
Robust SVM with adaptive graph learning.
World Wide Web, 2020

Self-weighted Multi-view Fuzzy Clustering.
ACM Trans. Knowl. Discov. Data, 2020

Spatiotemporal Analysis of Hydrological Variations and Their Impacts on Vegetation in Semiarid Areas from Multiple Satellite Data.
Remote. Sens., 2020

Unsupervised feature selection by self-paced learning regularization.
Pattern Recognit. Lett., 2020

Spectral rotation for deep one-step clustering.
Pattern Recognit., 2020

Sparse Low-Rank and Graph Structure Learning for Supervised Feature Selection.
Neural Process. Lett., 2020

Visual sentiment analysis via deep multiple clustered instance learning.
J. Intell. Fuzzy Syst., 2020

Emotion-Semantic-Enhanced Bidirectional LSTM with Multi-Head Attention Mechanism for Microblog Sentiment Analysis.
Inf., 2020

Spectral representation learning for one-step spectral rotation clustering.
Neurocomputing, 2020

Various syncretic co-attention network for multimodal sentiment analysis.
Concurr. Comput. Pract. Exp., 2020

Transfer Correlation Between Textual Content to Images for Sentiment Analysis.
IEEE Access, 2020

Multi-graph Fusion for Functional Neuroimaging Biomarker Detection.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
Applications of TRMM- and GPM-Era Multiple-Satellite Precipitation Products for Flood Simulations at Sub-Daily Scales in a Sparsely Gauged Watershed in Myanmar.
Remote. Sens., 2019

A novel approach to workload prediction using attention-based LSTM encoder-decoder network in cloud environment.
EURASIP J. Wirel. Commun. Netw., 2019

A hierarchical recurrent approach to predict scene graphs from a visual-attention-oriented perspective.
Comput. Intell., 2019

A Food Dish Image Generation Framework Based on Progressive Growing GANs.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

2018
Self-representation and PCA embedding for unsupervised feature selection.
World Wide Web, 2018

Self-tuning clustering for high-dimensional data.
World Wide Web, 2018

Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection.
IEEE Trans. Knowl. Data Eng., 2018

Evaluation of Satellite-Based Precipitation Products from IMERG V04A and V03D, CMORPH and TMPA with Gauged Rainfall in Three Climatologic Zones in China.
Remote. Sens., 2018

Component Analysis of Errors in Four GPM-Based Precipitation Estimations over Mainland China.
Remote. Sens., 2018

Adaptive structure learning for low-rank supervised feature selection.
Pattern Recognit. Lett., 2018

Dynamic graph learning for spectral feature selection.
Multim. Tools Appl., 2018

A Bi-Directional LSTM-CNN Model with Attention for Aspect-Level Text Classification.
Future Internet, 2018

Robust Multi-view Learning via Half-quadratic Minimization.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Robust Feature Selection on Incomplete Data.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar.
Remote. Sens., 2017

Evaluating the Applicability of Four Latest Satellite-Gauge Combined Precipitation Estimates for Extreme Precipitation and Streamflow Predictions over the Upper Yellow River Basins in China.
Remote. Sens., 2017

Double sparse-representation feature selection algorithm for classification.
Multim. Tools Appl., 2017

Low-rank feature selection for multi-view regression.
Multim. Tools Appl., 2017

Self-representation graph feature selection method for classification.
Multim. Syst., 2017

Self-representation dimensionality reduction for multi-model classification.
Neurocomputing, 2017

Feature self-representation based hypergraph unsupervised feature selection via low-rank representation.
Neurocomputing, 2017

A novel low-rank hypergraph feature selection for multi-view classification.
Neurocomputing, 2017

Adaptive Hypergraph Learning for Unsupervised Feature Selection.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Robust Features Selection via Structure Learning and Multiple Subspace Learning.
Proceedings of the IEEE International Conference on Big Knowledge, 2017

One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Improving Streamflow Prediction Using Remotely-Sensed Soil Moisture and Snow Depth.
Remote. Sens., 2016

Graph feature selection for dementia diagnosis.
Neurocomputing, 2016

Applying Probabilistic Model Checking to Express Delivery Location Selection and Optimization.
Proceedings of the 13th IEEE International Conference on e-Business Engineering, 2016

Unsupervised Hypergraph Feature Selection with Low-Rank and Self-Representation Constraints.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015
The Impact of Assumed Error Variances on Surface Soil Moisture and Snow Depth Hydrologic Data Assimilation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Multi-view multi-sparsity kernel reconstruction for multi-class image classification.
Neurocomputing, 2015

Multi-view Classification for Identification of Alzheimer's Disease.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Estimation of transition temperature for doped iron-based superconductors based on crystal cell structure.
Proceedings of the 11th International Conference on Natural Computation, 2015

2014
kNN Algorithm with Data-Driven k Value.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

2013
A Simplified Active Shape Model for Speeding-Up Facial Features Detection.
Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

2012
An Optimization of FMM under CPU+GPU Heterogeneous Architecture.
Proceedings of the 14th IEEE International Conference on Commerce and Enterprise Computing, 2012

2010
A Research of SQL-Based Web Services Automatic Generating Strategy.
Proceedings of the 5th IEEE Asia-Pacific Services Computing Conference, 2010

2008
Multi-date Satellite Images for Reducing Classification Confusion between Deciduous Forest and Evergreen Forest.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Global Terrestrial GPP, Respiration and NPP in 1999.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
A Scalable Service Discovery and Resource Assignment Scheme for Network Computing Systems.
Proceedings of the 2007 International Conference on Internet Computing, 2007


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