"graph coarsening" Papers

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From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks

Jie Yang, Yuwen Wang, Kaixuan Chen et al.

ICLR 2025arXiv:2505.00364
4
citations

Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training

Shuyin Xia, Xinjun Ma, Zhiyuan Liu et al.

AAAI 2025paperarXiv:2412.13842
6
citations

Spectral Graph Coarsening Using Inner Product Preservation and the Grassmann Manifold

Ido Cohen, Ronen Talmon

NEURIPS 2025

Taxonomy of reduction matrices for Graph Coarsening

Antonin Joly, Nicolas Keriven, Aline Roumy

NEURIPS 2025arXiv:2506.11743
1
citations