Paper "message passing" Papers

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Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification

Baoming Zhang, MingCai Chen, Jianqing Song et al.

AAAI 2025paperarXiv:2501.08581
1
citations

Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling

Xinyue Fang, Zhen Huang, Zhiliang Tian et al.

AAAI 2025paperarXiv:2409.11283
6
citations

Provably Powerful Graph Neural Networks for Directed Multigraphs

Beni Egressy, Luc von Niederhäusern, Jovan Blanuša et al.

AAAI 2024paperarXiv:2306.11586
33
citations

Towards Inductive Robustness: Distilling and Fostering Wave-Induced Resonance in Transductive GCNs against Graph Adversarial Attacks

Ao Liu, Wenshan Li, Tao Li et al.

AAAI 2024paperarXiv:2312.08651
7
citations