Search Results for author: Yurui Lai

Found 2 papers, 0 papers with code

Self-attention Dual Embedding for Graphs with Heterophily

no code implementations28 May 2023 Yurui Lai, Taiyan Zhang, Rui Fan

In this work, we design a novel GNN which is effective for both heterophilic and homophilic graphs.

Informativeness Node Classification

Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial Attacks

no code implementations21 Nov 2021 Kaiyuan Liu, Xingyu Li, Yurui Lai, Ge Zhang, Hang Su, Jiachen Wang, Chunxu Guo, Jisong Guan, Yi Zhou

Despite its great success, deep learning severely suffers from robustness; that is, deep neural networks are very vulnerable to adversarial attacks, even the simplest ones.

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