@article{homerunderstandinglongformvideoswithhier, title = {Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning}, author = {Yixin Ji and Fanghua Ye and Juntao Li and Bo Zhao and Zexuan Qiu and Zhaopeng Tu and Liefeng Bo and Min Zhang}, year = {2026}, eprint = {2607.02588}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.02588}, }