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Article

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),

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 ,

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),

Book Section

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.