Xia, W. and Deng, Z.-H. 2026. SDA: Steering-Driven Distribution Alignment for Open LLMs Without Fine-Tuning. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 40 (Mar. 2026), 34025–34033. DOI:https://doi.org/10.1609/aaai.v40i40.40696.