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Shunxin Xiao
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2020 – today
- 2024
- [j9]Jianwen Wang, Shiping Wang, Shunxin Xiao, Renjie Lin, Mianxiong Dong, Wenzhong Guo:
Conditional selection with CNN augmented transformer for multimodal affective analysis. CAAI Trans. Intell. Technol. 9(4): 917-931 (2024) - [j8]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: 124397 (2024) - [j7]Shunxin Xiao, Huibin Lin, Jianwen Wang, Xiaolong Qin, Shiping Wang:
Multi-Relation Augmentation for Graph Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3614-3627 (2024) - [j6]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): 6:1-6:21 (2024) - [c4]Zirong Chen, Shunxin Xiao, Wang Man, Da-Han Wang, Yifan He, Shunzhi Zhu:
Enhancing Lightweight Remote Sensing Semantic Segmentation via Weak Consistency Regularization. IJCNN 2024: 1-8 - 2023
- [j5]Shunxin Xiao, Shiping Wang, Wenzhong Guo:
SGAE: Stacked Graph Autoencoder for Deep Clustering. IEEE Trans. Big Data 9(1): 254-266 (2023) - [j4]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): 4591-4600 (2023) - [j3]Shunxin Xiao, Shide Du, Zhaoliang Chen, Yunhe Zhang, Shiping Wang:
Dual Fusion-Propagation Graph Neural Network for Multi-View Clustering. IEEE Trans. Multim. 25: 9203-9215 (2023) - [c3]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: 1983-1988 - [c2]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: 89-100 - 2022
- [j2]Shiping Wang, Shunxin Xiao, William Zhu, Yingya Guo:
Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding. Inf. Sci. 586: 224-238 (2022) - [j1]Shunxin Xiao, Shiping Wang, Yuanfei Dai, Wenzhong Guo:
Graph neural networks in node classification: survey and evaluation. Mach. Vis. Appl. 33(1): 4 (2022) - [i1]Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo:
Multi-view Graph Convolutional Networks with Differentiable Node Selection. CoRR abs/2212.05124 (2022) - 2021
- [c1]Huibin Lin, Shiping Wang, Zhanghui Liu, Shunxin Xiao, Shide Du, Wenzhong Guo:
FMixAugment for Semi-supervised Learning with Consistency Regularization. PRCV (2) 2021: 127-139
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