Li, Yixing, Ruobing Xie, Zhen Yang, Xingwu Sun, Shuaipeng Li, Weidong Han, Zhanhui Kang, Di Wang, and Yu Cheng. “TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model”. Proceedings of the AAAI Conference on Artificial Intelligence 40, no. 38 (March 14, 2026): 31823–31833. Accessed May 16, 2026. https://ojs.aaai.org/index.php/AAAI/article/view/40451.