BriefGPT.xyz
Jan, 2024
基于扩散的图生成方法
Diffusion-based graph generative methods
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Hongyang Chen, Can Xu, Lingyu Zheng, Qiang Zhang, Xuemin Lin
TL;DR
对扩散方法在图生成方面的最新应用进行了全面综述，包括扩散概率模型、基于得分的生成模型和随机微分方程三种主要范式，指出了当前研究的一些局限性和未来的研究方向。
Abstract
Being the most cutting-edge generative methods,
diffusion methods
have shown great advances in wide generation tasks. Among them,
graph generation
attracts significant research attention for its broad application
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