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Yuefei Lyu

2 accepted papers

2024

Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning

NeurIPS 2024spotlight

Adversarial attacks against graph neural networks (GNNs) through perturbations of the graph structure are increasingly common in social network tasks like rumor detection. Social media platforms capture diverse attack sequence samples through both machine and manual screening processes. Investigatin…

Cited by 2SourcePDFScholar
2020

Rumor Detection on Social Media with Graph Structured Adversarial Learning

IJCAI 2020poster

The wide spread of rumors on social media has caused tremendous effects in both the online and offline world. In addition to text information, recent detection methods began to exploit the graph structure in the propagation network. However, without a rigorous design, rumors may evade such graph mod…

Cited by 0SourcePDFScholar