An Aligned Subtree Kernel for Weighted Graphs

By Lu Bai, Luca Rossi, Zhihong Zhang, Edwin Robert Hancock. 2015

48 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Christopher Morris
2. Nils M. Kriege
3. Muhan Zhang
4. Petra Mutzel
5. Fredrik D. Johansson
6. Yixin Chen
7. Marion Neumann
8. Kristian Kersting

Citations in the corpus

• An End-to-End Deep Learning Architecture for Graph Classification (2018, background): “(Bai et al. 2015) proposed aligned subtree kernels incorporating explicit subtree correspondences.”
• Glocalized Weisfeiler-Lehman Graph Kernels: Global-Local Feature Maps of Graphs (2017, background): “, see [17], [35], [36], and most notably the Weisfeiler-Lehman subtree kernel [3].”
• A survey on graph kernels (2019, background): “Bai et al. (2014; 2015) proposed graph kernels based on depth-based representations , which can be seen as a different form of neighborhood aggregation.”