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cs.LG2021★ 1 cited
Decentralized Statistical Inference with Unrolled Graph Neural Networks
He Wang, Yifei Shen, Ziyuan Wang +4
In this paper, we investigate the decentralized statistical inference problem, where a network of agents cooperatively recover a (structured) vector from private noisy samples with…
cs.LG2021
SAS: A Simple, Accurate and Scalable Node Classification Algorithm
Ziyuan Wang, Feiming Yang, Rui Fan
Graph neural networks have achieved state-of-the-art accuracy for graph node classification. However, GNNs are difficult to scale to large graphs, for example frequently encounteri…