@article{lessismoretokenefficientvideoqaviaadapti,
  title = {Less is More: Token-Efficient Video-QA via Adaptive Frame-Pruning and Semantic Graph Integration},
  author = {Shaoguang Wang and Weiyu Guo and Ziyang Chen and Yijie Xu and Xuming Hu and Hui Xiong},
  year = {2025},
  eprint = {2508.03337},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.03337},
}