Shunxin Xiao

17 papers B 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph Neural Networks With Multi-Level Augmentation for Low-Degree Graph.
IEEE Trans. Netw. Sci. Eng.
Heng Gao, Yuhong Chen, Qingju Huang, Liang Hu, Jianmin Li, Shiping Wang, Shunxin Xiao
2026 J jnl
MOKAN: A Multi-Omics Data Analysis Framework Using Kolmogorov-Arnold Networks.
IEEE J. Biomed. Health Informatics
Jingguang He, Shunxin Xiao, Sujia Huang, Jianmin Li, Da-Han Wang
2024 J jnl
Conditional selection with CNN augmented transformer for multimodal affective analysis.
CAAI Trans. Intell. Technol.
Jianwen Wang, Shiping Wang, Shunxin Xiao, Renjie Lin, Mianxiong Dong, Wenzhong Guo
2024 B conf
Enhancing Lightweight Remote Sensing Semantic Segmentation via Weak Consistency Regularization.
IJCNN
Zirong Chen, Shunxin Xiao, Wang Man, Da-Han Wang, Yifan He, Shunzhi Zhu
2024 J jnl
Graph neural networks for multi-view learning: a taxonomic review.
Artif. Intell. Rev.
Shunxin Xiao, Jiacheng Li, Jielong Lu, Sujia Huang, Bao Zeng, Shiping Wang
2024 J jnl
Multi-Relation Augmentation for Graph Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell.
Shunxin Xiao, Huibin Lin, Jianwen Wang, Xiaolong Qin, Shiping Wang
2024 J jnl
Multi-View Graph Convolutional Networks with Differentiable Node Selection.
ACM Trans. Knowl. Discov. Data
Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
2024 J jnl
Unified structure-aware feature learning for Graph Convolutional Network.
Expert Syst. Appl.
Sujia Huang, Shunxin Xiao, Yuhong Chen, Jinbin Yang, Zhibin Shi, Yanchao Tan, Shiping Wang
2023 J jnl
Dual Fusion-Propagation Graph Neural Network for Multi-View Clustering.
IEEE Trans. Multim.
Shunxin Xiao, Shide Du, Zhaoliang Chen, Yunhe Zhang, Shiping Wang
2023 J jnl
Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis.
IEEE J. Biomed. Health Informatics
Shunxin Xiao, Huibin Lin, Conghao Wang, Shiping Wang, Jagath C. Rajapakse
2023 — conf
MCKIE: Multi-class Key Information Extraction from Complex Documents Based on Graph Convolutional Network.
PRCV (7)
Zhicai Huang, Shunxin Xiao, Da-Han Wang, Shunzhi Zhu
2023 — conf
Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification.
BIBM
Sujia Huang, Shunxin Xiao, WenZhe Liu, Jielong Lu, Zhihao Wu, Shiping Wang, Jagath C. Rajapakse
2023 J jnl
SGAE: Stacked Graph Autoencoder for Deep Clustering.
IEEE Trans. Big Data
Shunxin Xiao, Shiping Wang, Wenzhong Guo
2022 J jnl
Graph neural networks in node classification: survey and evaluation.
Mach. Vis. Appl.
Shunxin Xiao, Shiping Wang, Yuanfei Dai, Wenzhong Guo
2022 J jnl
Multi-view Graph Convolutional Networks with Differentiable Node Selection.
CoRR
Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
2022 J jnl
Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding.
Inf. Sci.
Shiping Wang, Shunxin Xiao, William Zhu, Yingya Guo
2021 — conf
FMixAugment for Semi-supervised Learning with Consistency Regularization.
PRCV (2)
Huibin Lin, Shiping Wang, Zhanghui Liu, Shunxin Xiao, Shide Du, Wenzhong Guo