Zhao, K., Shi, D., Guo, Y., Rogiers, S., Ghannoum, O. (2026). HiMamba-Net: a Hilbert-serialized Mamba network for 3D point cloud instance segmentation. Scientific Reports. https://doi.org/10.1038/s41598-026-59388-9