@article{videoarmagenticreasoningoverhierarchical, title = {VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding}, author = {Yufei Yin and Qianke Meng and Minghao Chen and Jiajun Ding and Zhenwei Shao and Zhou Yu}, year = {2025}, eprint = {2512.12360}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.12360}, }