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Yun Xue

Exploring fine-grained syntactic information for aspect-based sentiment classification with dual graph neural networks
2021 · Luwei Xiao, Yun Xue, et al. · Neurocomputing · 112
Non-negative matrix factorization for face recognition
2007 · Chong‐Sze Tong, Yun Xue · 101
Dynamic and Multi-Channel Graph Convolutional Networks for Aspect-Based Sentiment Analysis
2021 · Shiguan Pang, Yun Xue, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 77
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A quantum-behaved particle swarm optimization with memetic algorithm and memory for continuous non-linear large scale problems
2014 · Deyu Tang, Yongming Cai, et al. · Information Sciences · 75
Classification of Epileptic EEG Signals with Stacked Sparse Autoencoder Based on Deep Learning
2016 · Qin Lin, Shu-qun Ye, et al. · Lecture notes in computer science · 73
Overview of NLPCC Shared Task 4: Stance Detection in Chinese Microblogs
2016 · Ruifeng Xu, Yu Zhou, et al. · Lecture notes in computer science · 63
Clustering-based initialization for non-negative matrix factorization
2008 · Yun Xue, Chong Sze Tong, et al. · Applied Mathematics and Computation · 60
Deep Reinforcement Learning-Based Routing and Spectrum Assignment of EONs by Exploiting GCN and RNN for Feature Extraction
2022 · Liufei Xu, Yue-Cai Huang, et al. · Journal of Lightwave Technology · 55
Heuristic Reward Design for Deep Reinforcement Learning-Based Routing, Modulation and Spectrum Assignment of Elastic Optical Networks
2022 · Bixia Tang, Yue-Cai Huang, et al. · IEEE Communications Letters · 42
Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks
2020 · Luwei Xiao, Xiaohui Hu, et al. · Applied Sciences · 42
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A Coherent Pattern Mining Algorithm Based on All Contiguous Column Bicluster
2022 · Xiaohui Hu, Qiuhua Kuang, et al. · Journal of Artificial Intelligence and Technology · 40
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Hierarchical multi-attention networks for document classification
2021 · Yingren Huang, Jiaojiao Chen, et al. · International Journal of Machine Learning and Cybernetics · 37
A novel feature extraction methodology for sentiment analysis of product reviews
2018 · Xin Chen, Yun Xue, et al. · Neural Computing and Applications · 36
A Modified Non-negative Matrix Factorization Algorithm for Face Recognition
2006 · Yun Xue, Chong Sze Tong, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 36
Long Time-Series Urban Heat Island Monitoring and Driving Factors Analysis Using Remote Sensing and Geodetector
2022 · Liwei Xiong, Shenxin Li, et al. · Frontiers in Environmental Science · 34
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Multi-head self-attention based gated graph convolutional networks for aspect-based sentiment classification
2020 · Luwei Xiao, Xiaohui Hu, et al. · Multimedia Tools and Applications · 33
Hyperspectral Inversion of Chromium Content in Soil Using Support Vector Machine Combined with Lab and Field Spectra
2020 · Yun Xue, Bin Zou, et al. · Sustainability · 31
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Hierarchical Reinforcement Learning in Multi-Domain Elastic Optical Networks to Realize Joint RMSA
2023 · Liufei Xu, Yue-Cai Huang, et al. · Journal of Lightwave Technology · 29
A review of genetic-based evolutionary algorithms in SVM parameters optimization
2020 · Weizhen Ji, Deer Liu, et al. · Evolutionary Intelligence · 29
Evaluating zero-shot multilingual aspect-based sentiment analysis with large language models
2025 · Chengyan Wu, Bolei Ma, et al. · International Journal of Machine Learning and Cybernetics · 28
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Knowledge-Enhanced Dual-Channel GCN for Aspect-Based Sentiment Analysis
2022 · Zhengxuan Zhang, Zhihao Ma, et al. · Mathematics · 24
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Research on Inversion Mechanism of Chlorophyll—A Concentration in Water Bodies Using a Convolutional Neural Network Model
2021 · Yun Xue, Lei Zhu, et al. · Water · 24
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Target-oriented multimodal sentiment classification by using topic model and gating mechanism
2023 · Zhengxin Song, Yun Xue, et al. · International Journal of Machine Learning and Cybernetics · 20
Enhanced Syntactic and Semantic Graph Convolutional Network With Contrastive Learning for Aspect-Based Sentiment Analysis
2023 · Minzhao Guan, Fenghuan Li, et al. · IEEE Transactions on Computational Social Systems · 19
BART-based contrastive and retrospective network for aspect-category-opinion-sentiment quadruple extraction
2023 · Haoliang Xiong, Zehao Yan, et al. · International Journal of Machine Learning and Cybernetics · 19
Works count: 166
Citation count: 1,855
H-index: 22
I10-index: 57
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