Shunxin Xiao

According to our database, Shunxin Xiao authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-Relation Augmentation for Graph Neural Networks.

Shunxin Xiao, Huibin Lin, Jianwen Wang, Xiaolong Qin, Shiping Wang

IEEE Trans. Emerg. Top. Comput. Intell., October, 2024

Multi-View Graph Convolutional Networks with Differentiable Node Selection.

Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo

ACM Trans. Knowl. Discov. Data, January, 2024

Unified structure-aware feature learning for Graph Convolutional Network.

Sujia Huang, Shunxin Xiao, Yuhong Chen, Jinbin Yang, Zhibin Shi, Yanchao Tan, Shiping Wang

Expert Syst. Appl., 2024

Conditional selection with CNN augmented transformer for multimodal affective analysis.

Jianwen Wang, Shiping Wang, Shunxin Xiao, Renjie Lin, Mianxiong Dong, Wenzhong Guo

CAAI Trans. Intell. Technol., 2024

Enhancing Lightweight Remote Sensing Semantic Segmentation via Weak Consistency Regularization.

Zirong Chen, Shunxin Xiao, Wang Man, Da-Han Wang, Yifan He, Shunzhi Zhu

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis.

Shunxin Xiao, Huibin Lin, Conghao Wang, Shiping Wang, Jagath C. Rajapakse

IEEE J. Biomed. Health Informatics, September, 2023

SGAE: Stacked Graph Autoencoder for Deep Clustering.

Shunxin Xiao, Shiping Wang, Wenzhong Guo

IEEE Trans. Big Data, February, 2023

Dual Fusion-Propagation Graph Neural Network for Multi-View Clustering.

Shunxin Xiao, Shide Du, Zhaoliang Chen, Yunhe Zhang, Shiping Wang

IEEE Trans. Multim., 2023

MCKIE: Multi-class Key Information Extraction from Complex Documents Based on Graph Convolutional Network.

Zhicai Huang, Shunxin Xiao, Da-Han Wang, Shunzhi Zhu

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification.

Sujia Huang, Shunxin Xiao, Wenzhe Liu, Jielong Lu, Zhihao Wu, Shiping Wang, Jagath C. Rajapakse

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Graph neural networks in node classification: survey and evaluation.

Shunxin Xiao, Shiping Wang, Yuanfei Dai, Wenzhong Guo

Mach. Vis. Appl., 2022

Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding.

Shiping Wang, Shunxin Xiao, William Zhu, Yingya Guo

Inf. Sci., 2022

2021

FMixAugment for Semi-supervised Learning with Consistency Regularization.

Huibin Lin, Shiping Wang, Zhanghui Liu, Shunxin Xiao, Shide Du, Wenzhong Guo

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021