Shunxin Xiao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Knowledge Integration

Convolutional Network

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Sujia Huang, Shunxin Xiao, Yuhong Chen, Jinbin Yang, Zhibin Shi, Yanchao Tan, Shiping Wang
Unified structure-aware feature learning for Graph Convolutional Network. Expert Syst. Appl. 254 (2024)
Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
Multi-View Graph Convolutional Networks with Differentiable Node Selection. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Sujia Huang, Shunxin Xiao, Wenzhe Liu, Jielong Lu, Zhihao Wu, Shiping Wang, Jagath C. Rajapakse
Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification. BIBM (2023)
Zhicai Huang, Shunxin Xiao, Da-Han Wang, Shunzhi Zhu
MCKIE: Multi-class Key Information Extraction from Complex Documents Based on Graph Convolutional Network. PRCV (7) (2023)
Shunxin Xiao, Huibin Lin, Conghao Wang, Shiping Wang, Jagath C. Rajapakse
Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Shunxin Xiao, Shide Du, Zhaoliang Chen, Yunhe Zhang, Shiping Wang
Dual Fusion-Propagation Graph Neural Network for Multi-View Clustering. IEEE Trans. Multim. 25 (2023)
Shunxin Xiao, Shiping Wang, Wenzhong Guo
SGAE: Stacked Graph Autoencoder for Deep Clustering. IEEE Trans. Big Data 9 (1) (2023)
Shiping Wang, Shunxin Xiao, William Zhu, Yingya Guo
Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding. Inf. Sci. 586 (2022)
Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
Multi-view Graph Convolutional Networks with Differentiable Node Selection. CoRR (2022)
Shunxin Xiao, Shiping Wang, Yuanfei Dai, Wenzhong Guo
Graph neural networks in node classification: survey and evaluation. Mach. Vis. Appl. 33 (1) (2022)
Huibin Lin, Shiping Wang, Zhanghui Liu, Shunxin Xiao, Shide Du, Wenzhong Guo
FMixAugment for Semi-supervised Learning with Consistency Regularization. PRCV (2) (2021)