"graph machine learning" Papers

9 papers found

Filters:graph machine learning Clear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Fully-inductive Node Classification on Arbitrary Graphs

Jianan Zhao, Zhaocheng Zhu, Mikhail Galkin et al.

ICLR 2025arXiv:2405.20445

GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data

Gleb Bazhenov, Oleg Platonov, Liudmila Prokhorenkova

NEURIPS 2025oralarXiv:2409.14500

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

Shenzhi Yang, Junbo Zhao, Sharon Li et al.

NEURIPS 2025arXiv:2502.16076

Hierarchical Shortest-Path Graph Kernel Network

Jiaxin Wang, Wenxuan Tu, Jieren Cheng

NEURIPS 2025spotlight

The Temporal Graph of Bitcoin Transactions

Vahid Jalili

NEURIPS 2025oralarXiv:2510.20028

Towards a Complete Logical Framework for GNN Expressiveness

Tuo Xu

Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark

Yili Wang, Yixin Liu, Xu Shen et al.

ICLR 2025arXiv:2406.15523

CurBench: Curriculum Learning Benchmark

Yuwei Zhou, Zirui Pan, Xin Wang et al.

Position: Future Directions in the Theory of Graph Machine Learning

Christopher Morris, Fabrizio Frasca, Nadav Dym et al.