@article{acausalityawareinferdiagnoserefineframew, title = {A Causality-aware Infer-diagnose-refine Framework for Test-time Modality Adaptation in VLA Models}, author = {Haoyu Zhang and Yuwei Wu and Jin Chen and Gao Zhi and Zhenxin Diao and Mingyang Gao and Kun Wu and Yongchun Liu and Fan Li}, year = {2026}, eprint = {2607.25516}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.25516}, }