Основные понятия
Lossless graph condensation is achieved through expanding window matching, outperforming existing methods.
Аннотация
本研究提出了一种通过扩展窗口匹配实现无损图压缩的方法,在各种数据集和架构上表现优异,首次尝试实现无损图压缩。
Цитаты
"In this work, we make the first attempt toward lossless graph condensation."
"Our method achieves state-of-the-art results in 18 out of 19 experimental cases."
"GEOM outperforms the state-of-the-art methods across various datasets and architectures."