@article{sparse2actlearningactionalignedsparse3dr, title = {Sparse2Act: Learning Action-Aligned Sparse 3D Representations for Cross-Domain Robot Manipulation}, author = {Yu Guo and Chang Yu and Siyu Ma and Yunuo Chen and Yin Yang and Ying Nian Wu and Chenfanfu Jiang}, year = {2026}, eprint = {2606.12759}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.12759}, }