Xingtao Zhou

According to our database, Xingtao Zhou authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

FDAU-Net: An efficient optic disc segmentation network with flexible wavelet convolution block and selective dual-attention fusion gate.

Yichen Xiao, Zhi Chen, Xuan Ding, Ting Zhang, Ruyi Zhang, Ziwei Xiang, Teruko Fukuyama, Yong Ma, Yanze Yu, Shengtao Liu, Yu Zhao, Wuzhida Bao, Shiping Wen, Jing Zhao, Xingtao Zhou

Neural Networks, 2026

2025

CeViT: Copula-Enhanced Vision Transformer in multi-task learning and bi-group image covariates with an application to myopia screening.

Chong Zhong, Yang Li, Jinfeng Xu, Xiang Fu, Yunhao Liu, Qiuyi Huang, Danjuan Yang, Meiyan Li, Aiyi Liu, Alan H. Welsh, Xingtao Zhou, Bo Fu, Catherine C. Liu

CoRR, January, 2025

MIU-Net: Advanced multi-scale feature extraction and imbalance mitigation for optic disc segmentation.

Yichen Xiao, Yi Shao, Zhi Chen, Ruyi Zhang, Xuan Ding, Jing Zhao, Shengtao Liu, Teruko Fukuyama, Yu Zhao, Xiaoliao Peng, Guangyang Tian, Shiping Wen, Xingtao Zhou

Neural Networks, 2025

Fusion-Attention Diagnosis Network (FADNet): An end-to-end framework for optic disc segmentation and ocular disease classification.

Yichen Xiao, Xuan Ding, Shengtao Liu, Yong Ma, Ting Zhang, Ziwei Xiang, Ruyi Zhang, Teruko Fukuyama, Jing Zhao, Yanze Yu, Xuejun Wang, Qinghong Lin, Yu Zhao, Guangyang Tian, Shiping Wen, Zhi Chen, Xingtao Zhou

Inf. Fusion, 2025

Machine Learning-Based Research for Safety Data Network Anomaly Detection.

Yefei Luo, Jian Wang, Fei Du, Jiang Liu, Baigen Cai, Xingtao Zhou

Proceedings of the 2025 International Conference on Networking, 2025

2024

SimpleCNN-UNet: An optic disc image segmentation network based on efficient small-kernel convolutions.

Yichen Xiao, Jing Zhao, Yanze Yu, Xuan Ding, Shengtao Liu, Wuzhida Bao, Shiping Wen, Xingtao Zhou

Expert Syst. Appl., 2024

OU-CoViT: Copula-Enhanced Bi-Channel Multi-Task Vision Transformers with Dual Adaptation for OU-UWF Images.

Yang Li, Jianing Deng, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Xingtao Zhou, Catherine C. Liu, Bo Fu

CoRR, 2024

OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images.

Yang Li, Qiuyi Huang, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Bo Fu, Catherine C. Liu, Xingtao Zhou

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024