Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding Paper • 2505.22618 • Published May 28 • 43
Discrete Diffusion in Large Language and Multimodal Models: A Survey Paper • 2506.13759 • Published Jun 16 • 43
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs Paper • 2506.14429 • Published Jun 17 • 44
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Paper • 2508.00819 • Published Aug 1 • 62
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction Paper • 2508.02558 • Published Aug 4 • 10
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Paper • 2508.02193 • Published Aug 4 • 130
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models Paper • 2508.09138 • Published Aug 12 • 36
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing Paper • 2508.09192 • Published Aug 8 • 30
Quantization Meets dLLMs: A Systematic Study of Post-training Quantization for Diffusion LLMs Paper • 2508.14896 • Published Aug 20 • 22
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models Paper • 2509.06949 • Published Sep 8 • 56
Inpainting-Guided Policy Optimization for Diffusion Large Language Models Paper • 2509.10396 • Published Sep 12 • 15