This repository aggregates academic papers, implementations, and resources on Diffusion Language Models (DLMs), organized into categories spanning discrete and continuous DLMs, multimodal variants, training strategies, inference optimization, benchmarks, and applications. It serves as a comprehensive reference for researchers and practitioners in the generative AI space.