"large-scale graphs" Papers

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Accurate and Scalable Graph Neural Networks via Message Invariance

Zhihao Shi, Jie Wang, Zhiwei Zhuang et al.

ICLR 2025arXiv:2502.19693
3
citations

Graph Sparsification via Mixture of Graphs

Guibin Zhang, Xiangguo SUN, Yanwei Yue et al.

ICLR 2025arXiv:2405.14260
17
citations

Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning

Yuankai Luo, Hongkang Li, Qijiong Liu et al.

ICLR 2025arXiv:2405.16435
11
citations

Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction

Yanbin Wei, Xuehao Wang, Zhan Zhuang et al.

ICML 2025arXiv:2505.08266
1
citations