Xi Chen et al. 2026. A Point Cloud Instance Segmentation Framework with Attention Mechanisms and Semantic Refinement. EAI Endorsed Transactions on Scalable Information Systems. 12, 10 (May 2026). DOI:https://doi.org/10.4108/eetsis.11524.