BriefGPT.xyz
Feb, 2024
图解析网络
Graph Parsing Networks
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Yunchong Song, Siyuan Huang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin
TL;DR
本研究提出了一种基于图解析算法的图池化网络(Graph Parsing Network, GPN),通过学习每个个体图的个性化池化结构,提高了在图分类任务中的性能,同时在节点分类任务中保持了竞争力,并能通过相关测试来衡量内存和时间效率。
Abstract
graph pooling
compresses graph information into a compact representation. State-of-the-art
graph pooling
methods follow a
hierarchical approach
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