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Author

Shunxin Xiao

Observed name: 蕭舜心
ORCID: 0000-0003-1187-8719
Observed ORCID: 0000-0003-1187-8719
OpenAlex ID: A5042079993
Graph neural networks in node classification: survey and evaluation
2021 · Shunxin Xiao, Shiping Wang, et al. · Machine Vision and Applications · 191
Dual Fusion-Propagation Graph Neural Network for Multi-View Clustering
2023 · Shunxin Xiao, Shide Du, et al. · IEEE Transactions on Multimedia · 73
Graph neural networks for multi-view learning: a taxonomic review
2024 · Shunxin Xiao, Jiacheng Li, et al. · Artificial Intelligence Review · 70
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Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis
2023 · Shunxin Xiao, Huibin Lin, et al. · IEEE Journal of Biomedical and Health Informatics · 69
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DeepMoIC: multi-omics data integration via deep graph convolutional networks for cancer subtype classification
2024 · Jiecheng Wu, Zhaoliang Chen, et al. · BMC Genomics · 50
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Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding
2021 · Shiping Wang, Shunxin Xiao, et al. · Information Sciences · 42
SGAE: Stacked Graph Autoencoder for Deep Clustering
2022 · Shunxin Xiao, Shiping Wang, et al. · IEEE Transactions on Big Data · 29
Multi-View Graph Convolutional Networks with Differentiable Node Selection
2023 · Zhaoliang Chen, Lele Fu, et al. · ACM Transactions on Knowledge Discovery from Data · 19
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MOKAN: A Multi-Omics Data Analysis Framework Using Kolmogorov–Arnold Networks
2025 · Jingguang He, Shunxin Xiao, et al. · IEEE Journal of Biomedical and Health Informatics · 17
Spatially explicit model of the Cryptosporidium and Giardia disease burden from surface and ground waters in urban and rural areas of the Three Gorges Reservoir watershed in Chongqing, China
2022 · Qian Huang, Shan Huang, et al. · Environmental Science and Pollution Research · 9
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Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification
2023 · Sujia Huang, Shunxin Xiao, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 7
Multi-Relation Augmentation for Graph Neural Networks
2024 · Shunxin Xiao, Huibin Lin, et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 6
Conditional selection with CNN augmented transformer for multimodal affective analysis
2024 · Jianwen Wang, Shiping Wang, et al. · CAAI Transactions on Intelligence Technology · 5
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Unified structure-aware feature learning for Graph Convolutional Network
2024 · Sujia Huang, Shunxin Xiao, et al. · Expert Systems with Applications · 3
Diffusion-Driven RGB-D Salient Object Detection With Temporal Modulation
2026 · Shixiang Shi, Gongyang Li, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2
Graph Neural Networks With Multi-Level Augmentation for Low-Degree Graph
2026 · Heng Gao, Yuhong Chen, et al. · IEEE Transactions on Network Science and Engineering · 2
FMixAugment for Semi-supervised Learning with Consistency Regularization
2021 · Huibin Lin, Shiping Wang, et al. · Lecture notes in computer science · 2
MCKIE: Multi-class Key Information Extraction from Complex Documents Based on Graph Convolutional Network
2023 · Zhicai Huang, Shunxin Xiao, et al. · Lecture notes in computer science · 1
Joint Local–Global Contrastive Calibration for Multi-View Semi-Supervised Classification
2026 · Shunxin Xiao, Yanxin Xie, et al. · ACM International Conference on Multimedia (ACM MM)
STAGE: LLM-Driven Semantic and Topological Augmented Graph Embedding for Text-Attributed Graphs
2026 · Shiwei Huang, Shunxin Xiao, et al. · Mathematics
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Reliable Multi-View Clustering With Graph Neural Network
2026 · Bao Zeng, Jielong Lu, et al. · IEEE Transactions on Multimedia
Consistency-Diversity Augmentation for Graph Neural Networks
2026 · Jianmin Li, Gao Heng, et al. · SSRN Electronic Journal
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Enhancing Lightweight Remote Sensing Semantic Segmentation via Weak Consistency Regularization
2024 · Zirong Chen, Shunxin Xiao, et al. · International Joint Conference on Neural Networks (IJCNN)
Works count: 24
Citation count: 597
H-index: 9
I10-index: 9
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