"scalable graph learning" Papers

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Generative Graph Pattern Machine

Zehong Wang, Zheyuan Zhang, Tianyi Ma et al.

NEURIPS 2025arXiv:2505.16130
6
citations

GraphGPT: Generative Pre-trained Graph Eulerian Transformer

Qifang Zhao, Weidong Ren, Tianyu Li et al.

ICML 2025arXiv:2401.00529
11
citations

Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification

Chaewoon Bae, Doyun Choi, Jaehyun Lee et al.

NEURIPS 2025arXiv:2510.21462

SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs

Ruyue Liu, Rong Yin, Xiangzhen Bo et al.

NEURIPS 2025arXiv:2510.01248
1
citations

Neural Gaussian Similarity Modeling for Differential Graph Structure Learning

Xiaolong Fan, Maoguo Gong, Yue Wu et al.

AAAI 2024paperarXiv:2312.09498
1
citations