July 23, 2026 FlowBlock: Wavefront-Parallel Decoding for Self-Correcting Diffusion Language Models Training-free parallel decoding framework for block-wise diffusion LLMs using gated wavefront execution and heterogeneous wavefront packing diffusion-llm inference-acceleration wavefront-parallel kv-cache self-correcting training-free block-wise-diffusion dlnference