@article{beyondframeselectionrethinkinglongvideou,
  title = {Beyond Frame Selection: Rethinking Long-Video Understanding with MLLMs},
  author = {Ziling Huang and Shin'ichi Satoh},
  year = {2026},
  eprint = {2608.05592},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.05592},
}