@article{catpcontextuallyadaptivetokenpruningfore, title = {CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning}, author = {Yanshu Li and Jianjiang Yang and Zhennan Shen and Ligong Han and Haoyan Xu and Ruixiang Tang}, year = {2025}, eprint = {2508.07871}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.07871}, }