2025 "federated graph learning" Papers

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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

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HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning

Guancheng Wan, Xiaoran Shang, Yuxin Wu et al.

NeurIPS 2025spotlight

Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning

Guancheng Wan, Xu Cheng, Run Liu et al.

NeurIPS 2025poster

Unsupervised Federated Graph Learning

Lele Fu, Tianchi Liao, Sheng Huang et al.

NeurIPS 2025poster