RARE: Robust Masked Graph Autoencoder

Masked graph autoencoder (MGAE) has emerged as a promising self-supervised graph pre-training (SGP) paradigm due to its simplicity and effectiveness. However, existing efforts perform the mask-then-reconstruct operation in the raw data space as is done in computer vision (CV) and natural language pr...

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Vydané v:	IEEE transactions on knowledge and data engineering Ročník 36; číslo 10; s. 5340 - 5353
Hlavní autori:	Tu, Wenxuan, Liao, Qing, Zhou, Sihang, Peng, Xin, Ma, Chuan, Liu, Zhe, Liu, Xinwang, Cai, Zhiping, He, Kunlun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.10.2024
Predmet:	classification Correlation Electronic mail Feature extraction Image reconstruction Incomplete multi-view learning masked graph autoencoder Reliability Robustness Task analysis
ISSN:	1041-4347, 1558-2191
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