46 citations · 46 across the 1 of their papers we have counts for
3 papers
cs.SI2019
Scalable Heterogeneous Social Network Alignment through Synergistic Graph Partition
Yuxiang Ren, Lin Meng, Jiawei Zhang
Social network alignment has been an important research problem for social network analysis in recent years. With the identified shared users across networks, it will provide resea…
cs.LG2019★ 46 cited
GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation
Jiawei Zhang, Lin Meng
The existing graph neural networks (GNNs) based on the spectral graph convolutional operator have been criticized for its performance degradation, which is especially common for th…
cs.LG2019
IsoNN: Isomorphic Neural Network for Graph Representation Learning and Classification
Lin Meng, Jiawei Zhang
Deep learning models have achieved huge success in numerous fields, such as computer vision and natural language processing. However, unlike such fields, it is hard to apply tradit…