65 citations · 67 across the 3 of their papers we have counts for
3 papers
cs.SI2020★ 65 cited
Structure-Feature based Graph Self-adaptive Pooling
Liang Zhang, Xudong Wang, Hongsheng Li +6
Various methods to deal with graph data have been proposed in recent years. However, most of these methods focus on graph feature aggregation rather than graph pooling. Besides, th…
cs.LG2019★ 1 cited
Graph Analysis and Graph Pooling in the Spatial Domain
Mostafa Rahmani, Ping Li
The spatial convolution layer which is widely used in the Graph Neural Networks (GNNs) aggregates the feature vector of each node with the feature vectors of its neighboring nodes.…
cs.LG2014★ 1 cited
Graph Kernels via Functional Embedding
Anshumali Shrivastava, Ping Li
We propose a representation of graph as a functional object derived from the power iteration of the underlying adjacency matrix. The proposed functional representation is a graph i…