"graph machine learning" Papers

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Harnessing Feature Resonance under Arbitrary Target Alignment for Out-of-Distribution Node Detection

Shenzhi Yang, Junbo Zhao, Sharon Li et al.

NeurIPS 2025posterarXiv:2502.16076

Towards a Complete Logical Framework for GNN Expressiveness

Tuo Xu

ICLR 2025poster

CurBench: Curriculum Learning Benchmark

Yuwei Zhou, Zirui Pan, Xin Wang et al.

ICML 2024poster

Position: Future Directions in the Theory of Graph Machine Learning

Christopher Morris, Fabrizio Frasca, Nadav Dym et al.

ICML 2024poster