Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts. - Jihoon Lee; Hoyeon Moon; Kevin Zhai; Arun Kumar Chithanar; Anit Kumar Sahu; Soummya Kar; Chul Lee; Souradip Chakraborty; Amrit Singh Bedi (CoRR, 2025)