NeurIPS 2025 "graph foundation models" Papers

8 papers found

Filters:NeurIPS2025graph foundation modelsClear all

Conference

AAAI 2025 (3,028)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 (8,140)oral (1,594)spotlight (1,421)highlight (975)

Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models

Li Sun, Zhenhao Huang, Ming Zhang et al.

NeurIPS 2025posterarXiv:2510.17457
1
citations

Enhanced Expert Merging for Mixture-of-Experts in Graph Foundation Models

Lei Liu, Xingyu Xia, Qianqian Xie et al.

NeurIPS 2025poster

Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models

Ben Finkelshtein, Ismail Ilkan Ceylan, Michael Bronstein et al.

NeurIPS 2025posterarXiv:2506.14291
10
citations

Flatten Graphs as Sequences: Transformers are Scalable Graph Generators

Dexiong Chen, Markus Krimmel, Karsten Borgwardt

NeurIPS 2025posterarXiv:2502.02216
4
citations

GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data

Gleb Bazhenov, Oleg Platonov, Liudmila Prokhorenkova

NeurIPS 2025oralarXiv:2409.14500
7
citations

GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments

Enjun Du, Xunkai Li, Tian Jin et al.

NeurIPS 2025spotlightarXiv:2504.00711
17
citations

GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning

Haonan Yuan, Qingyun Sun, Junhua Shi et al.

NeurIPS 2025posterarXiv:2511.05592
3
citations

The Underappreciated Power of Vision Models for Graph Structural Understanding

Xinjian Zhao, Wei Pang, Zhongkai Xue et al.

NeurIPS 2025posterarXiv:2510.24788
1
citations