Lv, Fangrui, Lei Wang, Ruixin Hong, Yong Du, Xiangyu Wu, Tingting Gao, Guorui Zhou, and Changshui Zhang. “Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement”. Proceedings of the AAAI Conference on Artificial Intelligence 40, no. 38 (March 14, 2026): 32383–32391. Accessed May 7, 2026. https://ojs.aaai.org/index.php/AAAI/article/view/40513.