@article{uniiclsystematizingunifiedmultimodalinco, title = {UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy}, author = {Yicheng Xu and Jiangning Zhang and Zhucun Xue and Teng Hu and Ran Yi and Xiaobin Hu and Yong Liu and Dacheng Tao}, year = {2026}, eprint = {2603.24690}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.24690}, }