Xinyi, Y., Haotian, S., Jinmin, P., Xianping, Z., Yuanfu, H., Liangshen, C., Bingsan, C. (2026). Hierarchical vision Mamba with adaptive multi-scale fusion for steel surface defect classification. Journal of King Saud University - Computer and Information Sciences. https://doi.org/10.1007/s44443-026-00623-8