@article{geoalignvideogenerationalignmentviametri, title = {Geo-Align: Video Generation Alignment via Metric Geometry Reward}, author = {Zizun Li and Haoyu Guo and Runzhe Teng and Chunhua Shen and Tong He}, year = {2026}, eprint = {2605.23903}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.23903}, }