Huan Wang

We enable dynamic inference in next-scale autoregressive generation by restructuring intermediate representations with frequency-aware supervision.

HoliTom introduces a training-free holistic outer-inner token merging framework for video LLMs, significantly accelerating inference with negligible performance degradation.