"message passing neural networks" Papers
7 papers found
Conference
Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models
Li Sun, Zhenhao Huang, Ming Zhang et al.
NEURIPS 2025arXiv:2510.17457
1
citations
On the Hölder Stability of Multiset and Graph Neural Networks
Yair Davidson, Nadav Dym
ICLR 2025arXiv:2406.06984
5
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
Towards a Complete Logical Framework for GNN Expressiveness
Tuo Xu
ICLR 2025
Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
Joshua Southern, Francesco Di Giovanni, Michael Bronstein et al.
ICLR 2025arXiv:2405.13526
11
citations
Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products
Guy Bar Shalom, Beatrice Bevilacqua, Haggai Maron
ICML 2024arXiv:2402.08450
11
citations
Union Subgraph Neural Networks
Jiaxing Xu, Aihu Zhang, Qingtian Bian et al.
AAAI 2024paperarXiv:2305.15747
11
citations