@article{aptatomicphysicaltransitionsforcausalvid, title = {APT: Atomic Physical Transitions for Causal Video-Language Understanding}, author = {Shang Wu and Haoran Lu and Songling Liu and Chenwei Xu and Lie Lu and Pranav Maneriker and Fan Du and Manling Li and Zhaoran Wang and Han Liu}, year = {2026}, eprint = {2606.18586}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.18586}, }