Graph neural networks in node classification: survey and evaluation S Xiao, S Wang, Y Dai, W Guo Machine Vision and Applications 33 (1), 4, 2022 | 167 | 2022 |
Dual fusion-propagation graph neural network for multi-view clustering S Xiao, S Du, Z Chen, Y Zhang, S Wang IEEE Transactions on Multimedia 25, 9203-9215, 2023 | 37 | 2023 |
Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding S Wang, S Xiao, W Zhu, Y Guo Information Sciences 586, 224-238, 2022 | 35 | 2022 |
Graph Neural Networks with Multiple Prior Knowledge for Multi-Omics Data Analysis S Xiao, H Lin, C Wang, S Wang, JC Rajapakse IEEE Journal of Biomedical and Health Informatics 27 (9), 4591-4600, 2023 | 18 | 2023 |
SGAE: Stacked Graph Autoencoder for Deep Clustering S Xiao, S Wang, W Guo IEEE Transactions on Big Data 9 (1), 254-266, 2023 | 17 | 2023 |
Multi-view graph convolutional networks with differentiable node selection Z Chen, L Fu, S Xiao, S Wang, C Plant, W Guo ACM Transactions on Knowledge Discovery from Data 18 (1), 1-21, 2023 | 9 | 2023 |
Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification S Huang, S Xiao, W Liu, J Lu, Z Wu, S Wang, JC Rajapakse IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 1983 …, 2023 | 4 | 2023 |
Graph neural networks for multi-view learning: a taxonomic review S Xiao, J Li, J Lu, S Huang, B Zeng, S Wang Artificial Intelligence Review 57 (12), 341, 2024 | 1 | 2024 |
Conditional selection with CNN augmented transformer for multimodal affective analysis J Wang, S Wang, S Xiao, R Lin, M Dong, W Guo CAAI Transactions on Intelligence Technology 9 (4), 917-931, 2024 | 1 | 2024 |
DeepMoIC: multi-omics data integration via deep graph convolutional networks for cancer subtype classification J Wu, Z Chen, S Xiao, G Liu, W Wu, S Wang BMC genomics 25 (1), 1-13, 2024 | | 2024 |
Unified structure-aware feature learning for Graph Convolutional Network S Huang, S Xiao, Y Chen, J Yang, Z Shi, Y Tan, S Wang Expert Systems with Applications 254, 124397, 2024 | | 2024 |
Multi-Relation Augmentation for Graph Neural Networks S Xiao, H Lin, J Wang, X Qin, S Wang IEEE Transactions on Emerging Topics in Computational Intelligence 8 (5 …, 2024 | | 2024 |
基于孪生网络与多重通道融合的脱机笔迹鉴别 林超群, 王大寒, 肖顺鑫, 池雪可, 王驰明, 张煦尧, 朱顺痣 自动化学报 50, 1-11, 2024 | | 2024 |
MCKIE: Multi-class Key Information Extraction from Complex Documents Based on Graph Convolutional Network Z Huang, S Xiao, DH Wang, S Zhu Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 89-100, 2023 | | 2023 |
FMixAugment for Semi-supervised Learning with Consistency Regularization H Lin, S Wang, Z Liu, S Xiao, S Du, W Guo Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 127-139, 2021 | | 2021 |
基于层次嵌入的方面抽取模型 刘漳辉, 肖顺鑫, 郑建宁, 郭昆 计算机与数字工程 48 (5), 1121-1130, 2020 | | 2020 |