5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 5 cited
FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning
Jinhui Pang, Changqing Lin, Xiaoshuai Hao +5
Continual graph learning (CGL) is an important and challenging task that aims to extend static GNNs to dynamic task flow scenarios. As one of the mainstream CGL methods, the experi…
cs.LG2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation
Jinhui Pang, Zixuan Wang, Jiliang Tang +2
Graph neural networks (GNNs) have achieved impressive impressions for graph-related tasks. However, most GNNs are primarily studied under the cases of signal domain with supervised…