Yunxiao Zhao

A single objective directly optimizes speculative decoding efficiency, eliminating auxiliary hyperparameters and achieving state-of-the-art performance across multiple tasks.

Diffusion language models can now adapt to the underlying data structure without hyperparameter tuning, thanks to a new randomized unmasking schedule that provably accelerates sampling.