Data augmentation for deep graph learning: A survey

K Ding, Z Xu, H Tong, H Liu - ACM SIGKDD Explorations Newsletter, 2022 - dl.acm.org
Graph neural networks, a powerful deep learning tool to model graph-structured data, have
demonstrated remarkable performance on numerous graph learning tasks. To address the …

[PDF][PDF] Data Augmentation for Deep Graph Learning: A Survey

K Ding, Z Xu, H Tong, H Liu - kdd.org
Graph neural networks, a powerful deep learning tool to model graph-structured data, have
demonstrated remarkable performance on numerous graph learning tasks. To address the …

[PDF][PDF] Data Augmentation for Deep Graph Learning: A Survey

K Ding, Z Xu, H Tong, H Liu - kdd.org
Graph neural networks, a powerful deep learning tool to model graph-structured data, have
demonstrated remarkable performance on numerous graph learning tasks. To address the …

Data Augmentation for Deep Graph Learning: A Survey

K Ding, Z Xu, H Tong, H Liu - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Graph neural networks, a powerful deep learning tool to model graph-structured data, have
demonstrated remarkable performance on numerous graph learning tasks. To address the …

Data Augmentation for Deep Graph Learning: A Survey

K Ding, Z Xu, H Tong, H Liu - ACM SIGKDD Explorations Newsletter, 2022 - par.nsf.gov
Graph neural networks, a powerful deep learning tool to model graph-structured data, have
demonstrated remarkable performance on numerous graph learning tasks. To address the …

Data Augmentation for Deep Graph Learning: A Survey

K Ding, Z Xu, H Tong, H Liu - arXiv preprint arXiv:2202.08235, 2022 - arxiv.org
Graph neural networks, a powerful deep learning tool to model graph-structured data, have
demonstrated remarkable performance on numerous graph learning tasks. To address the …