Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM - Wu, Tianyi; Sun, Xiaoxi; Jiao, Yanhua; Li, Yulin; Chen, Yixin; Cao, Yun-Hao; Hu, Yi-Qi; Tian, Zhuotao (International Conference on Learning Representations, 2026)