Browse by Aston Author

2026

Wang, Ziyang and Wu, Mian (2026). Rethinking Hybrid U-Shape Network with Pixel-Level Feature Learning for Retinal Vessel Segmentation. IEEE Access ,

Wang, Ziru and Wang, Ziyang (2026). When RNN Meets CNN and ViT: The Development of a Hybrid U-Net for Medical Image Segmentation. Fractal and Fractional, 10 (1),

2025

Guan, Yunchuan, Liu, Yu, Zhou, Ke, Li, Hui, Jia, Sen, Shen, Zhiqi, Wang, Ziyang, Zhang, Xinglin, Chen, Tao, Hwang, Jenq-Neng and Li, Lei (2025). Learning an Efficient Optimizer via Hybrid-Policy Sub-Trajectory Balance. IN: ECAI 2025: 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy. Lynce, Ines; Murano, Nello; Vallati, Mauro; Villata, Serena; Chesani, Federico; Milano, Michela; Omicini, Andrea and Dastani, Mehdi (eds) Frontiers in Artificial Intelligence and Applications (FAIA), 413 . IOP Press.

Lei, Yongxiang, Deng, Bin and Wang, Ziyang (2025). Climate Temporal Temperature Prediction via an Interpretable Kolmogorov-Arnold Neural Network. IEEE Transactions on Instrumentation and Measurement, 74 ,

Li, Jiabao, Wang, Chengjun, Su, Wenhang, Ye, Dongdong and Wang, Ziyang (2025). Uncertainty-Aware Self-Attention Model for Time Series Prediction with Missing Values. Fractal and Fractional, 9 (3),

2024

Zhang, Hanwei, Zhu, Ying, Wang, Dan, Zhang, Lijun, Chen, Tianxiang, Wang, Ziyang and Ye, Zi (2024). A Survey on Visual Mamba. Applied Sciences (Switzerland), 14 (13),

Xu, Zihong and Wang, Ziyang (2024). MCV-UNet: a modified convolution & transformer hybrid encoder-decoder network with multi-scale information fusion for ultrasound image semantic segmentation. PeerJ Computer Science, 10 ,

Zheng, Jian Qing, Wang, Ziyang, Huang, Baoru, Lim, Ngee Han and Papież, Bartłomiej W. (2024). Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration. Medical Image Analysis, 91 ,

2023

Wang, Ziyang and Voiculescu, Irina (2023). Dealing with Unreliable Annotations:A Noise-Robust Network for Semantic Segmentation through A Transformer-Improved Encoder and Convolution Decoder. Applied Sciences (Switzerland), 13 (13),