Yun Xue

Orcid: 0000-0002-4048-5298

Affiliations:
  • South China Normal University, Foshan, Guangdong, China
  • Hong Kong Baptist University, Hong Kong (PhD 2007)


According to our database1, Yun Xue authored at least 71 papers between 2006 and 2025.

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

Timeline

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Bibliography

2025
Knowledge-aware interaction networks for domain-adaptive end-to-end aspect-based sentiment analysis.
Int. J. Mach. Learn. Cybern., June, 2025

Relevance-aware visual entity filter network for multimodal aspect-based sentiment analysis.
Int. J. Mach. Learn. Cybern., February, 2025

VS-MRC: A visual semantics-guided machine reading comprehension framework for multimodal named entity recognition with multiple images.
Knowl. Based Syst., 2025

Semantic enhanced bi-syntactic graph convolutional network for aspect-based sentiment analysis.
Inf. Sci., 2025

Knowledge based attribute completion for heterogeneous graph node classification.
Neurocomputing, 2025

Dual-level adaptive incongruity-enhanced model for multimodal sarcasm detection.
Neurocomputing, 2025

ReHyGen: Relational hypergraph enhanced generative aspect sentiment triplet extraction.
Neurocomputing, 2025

SACR: Self-training with Saliency-Augmented Consistency Regularization for Few-Shot Learners.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
End-to-End Visual Grounding Framework for Multimodal NER in Social Media Posts.
IEEE Trans. Comput. Soc. Syst., December, 2024

Aspect category sentiment classification via document-level GAN and POS information.
Int. J. Mach. Learn. Cybern., August, 2024

A Fusion Model: Toward a Virtual, Physical, and Cognitive Integration and Its Principles.
IEEE Consumer Electron. Mag., May, 2024

Modeling Inter-Aspect Relations With Clause and Contrastive Learning for Aspect-Based Sentiment Analysis.
IEEE Trans. Comput. Soc. Syst., April, 2024

Dynamic Graph Construction Framework for Multimodal Named Entity Recognition in Social Media.
IEEE Trans. Comput. Soc. Syst., April, 2024

Enhanced Syntactic and Semantic Graph Convolutional Network With Contrastive Learning for Aspect-Based Sentiment Analysis.
IEEE Trans. Comput. Soc. Syst., February, 2024

GeDa: Improving training data with large language models for Aspect Sentiment Triplet Extraction.
Knowl. Based Syst., 2024

Prompt-enhanced Network for Hateful Meme Classification.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

D2R: Dual-Branch Dynamic Routing Network for Multimodal Sentiment Detection.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Representation and Granularity Joint Alignment Framework for Multimodal Sarcasm Detection on Social Media.
Proceedings of the Database Systems for Advanced Applications, 2024

Semantics-Aware Dual Graph Convolutional Networks for Argument Pair Extraction.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Target-oriented multimodal sentiment classification by using topic model and gating mechanism.
Int. J. Mach. Learn. Cybern., July, 2023

On development of multimodal named entity recognition using part-of-speech and mixture of experts.
Int. J. Mach. Learn. Cybern., June, 2023

A Fusion Model: Towards a Virtual, Physical and Cognitive Integration and its Principles.
CoRR, 2023

Span-Based Pair-Wise Aspect and Opinion Term Joint Extraction with Contrastive Learning.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

2022
Multi-head self-attention based gated graph convolutional networks for aspect-based sentiment classification.
Multim. Tools Appl., 2022

Aspect-Level Sentiment Analysis with Local Semantic and Global Syntactic Features Integration.
Int. J. Pattern Recognit. Artif. Intell., 2022

Exploring fine-grained syntactic information for aspect-based sentiment classification with dual graph neural networks.
Neurocomputing, 2022

Heuristic Reward Design for Deep Reinforcement Learning-Based Routing, Modulation and Spectrum Assignment of Elastic Optical Networks.
IEEE Commun. Lett., 2022

EEG Signal Classification Using Shallow FBCSP ConvNet with a New Cropping Strategy.
Proceedings of the Brain Informatics - 15th International Conference, 2022

2021
Hierarchical multi-attention networks for document classification.
Int. J. Mach. Learn. Cybern., 2021

Dual-Channel Domain Adaptation Model.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021

SIntactical Distance Attention Guided Graph Convolutional Network for aspect-based sentiment analIsis.
Proceedings of the International Joint Conference on Neural Networks, 2021

Aspect-Based Sentiment Analysis Using Graph Convolutional Networks and Co-attention Mechanism.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

2019
A novel feature extraction methodology for sentiment analysis of product reviews.
Neural Comput. Appl., 2019

Sentiment analysis of Chinese online reviews using ensemble learning framework.
Clust. Comput., 2019

Co-attention Networks for Aspect-Level Sentiment Analysis.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

EEG Pattern Recognition Based on Self-adjusting Dynamic Time Dependency Method.
Proceedings of the Data Science - 6th International Conference, 2019

2018
A contiguous column coherent evolution biclustering algorithm for time-series gene expression data.
Int. J. Mach. Learn. Cybern., 2018

Discovery of bidirectional contiguous column coherent bicluster in time-series gene expression data.
Int. J. Mach. Learn. Cybern., 2018

A new approach for the deep order preserving submatrix problem based on sequential pattern mining.
Int. J. Mach. Learn. Cybern., 2018

Discovery of continuous coherent evolution biclusters in time series data.
Int. J. Comput. Sci. Eng., 2018

2017
Discovery of deep order-preserving submatrix in DNA microarray data based on sequential pattern mining.
Int. J. Data Min. Bioinform., 2017

Extracting sample data based on poisson distribution.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017

2016
An improved algorithm for segmenting online time series with error bound guarantee.
Int. J. Mach. Learn. Cybern., 2016

An apriori-based algorithm for mining semi-order-preserving submatrix.
Int. J. Comput. Sci. Eng., 2016

A Hybrid Recommendation Model Based on Weighted Bipartite Graph and Collaborative Filtering.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

A novel approach for epileptic EEG signals classification based on biclustering technique.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

Classification of Epileptic EEG Signals with Stacked Sparse Autoencoder Based on Deep Learning.
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

2015
A New Approach for Mining Order-Preserving Submatrices Based on All Common Subsequences.
Comput. Math. Methods Medicine, 2015

A collaborative filtering algorithm based on biclustering.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

Parallel Large Average Submatrices Biclustering Based on MapReduce.
Proceedings of the 11th International Conference on Computational Intelligence and Security, 2015

2014
LDA-based Non-negative Matrix Factorization for Supervised Face Recognition.
J. Softw., 2014

A New Customer Segmentation Framework Based on Biclustering Analysis.
J. Softw., 2014

Evaluation of Distance Measures For NMF-Based Face Image Applications.
J. Comput., 2014

An Effective Biclustering Algorithm for Time-Series Gene Expression Data.
Proceedings of the Machine Learning and Cybernetics, 2014

An Efficient Algorithm for Finding Continuous Coherent Evolution Bicluster in Time-Series Data.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Academic co-author networks based on the self-organizing feature map.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

A common-subsequence-based approach for mining deep order preserving submatrix.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

A biclustering algorithm with coherent evolution on the contiguous columns facing time-series gene data.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

A new approach for mining deep order-preserving submatrices.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

A New Biclustering Algorithm for Time-Series Gene Expression Data Analysis.
Proceedings of the Tenth International Conference on Computational Intelligence and Security, 2014

2013
Isolated Word Speech Recognition System Based On FPGA.
J. Comput., 2013

A Novel Approach for Customer Segmentation Based on Biclustering.
Proceedings of the Web Information Systems Engineering - WISE 2013 Workshops, 2013

A novel algorithm of biclustering based on the association rules.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
Isolated Word Speech Rcogniton Based on HRSF and Improved DTW Algorithm.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

2011
Spoken arabic digits recognition based on wavelet neural networks.
Proceedings of the IEEE International Conference on Systems, 2011

2008
Clustering-based initialization for non-negative matrix factorization.
Appl. Math. Comput., 2008

2006
A Modified Non-negative Matrix Factorization Algorithm for Face Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Survey of Distance Measures for NMF-Based Face Recognition.
Proceedings of the Computational Intelligence and Security, International Conference, 2006


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