This repository is a curated reference list of academic papers and projects focused on style transfer using diffusion models. It organizes resources into categories including image synthesis (text-driven, image-driven, LoRA-based methods), video synthesis, 3D generation, style datasets, and related surveys. The repository contains no executable code, data, or training scripts; it serves solely as a bibliographic guide for researchers. Content is presented in markdown format with tables linking to arXiv papers and GitHub repositories, supplemented by badges for stars and publication dates.