53 citations · 53 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath
Shuai Ma, Jian-wei Liu, Xin Zuo
graph neural networks (GNNs) are the dominant paradigm for modeling and handling graph structure data by learning universal node representation. The traditional way of training GNN…
cs.LG2022★ 53 cited
Adaptive Online Incremental Learning for Evolving Data Streams
Si-si Zhang, Jian-wei Liu, Xin Zuo
Recent years have witnessed growing interests in online incremental learning. However, there are three major challenges in this area. The first major difficulty is concept drift, t…