@article{diorefiningmutualinformationandcausalcha, title = {DIO: Refining Mutual Information and Causal Chain to Enhance Machine Abstract Reasoning Ability}, author = {Ruizhuo Song and Beiming Yuan}, year = {2025}, eprint = {2508.15387}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.15387}, }