Wengang Guo

Distributional Shortest-Path Graph Kernels

2025 · IEEE Transactions on Knowledge and Data Engineering

Traditional shortest-path graph kernels generate for each graph a histogram-like feature map, whose elements represent the number of occurrences of non-isomorphic shortest paths in this graph. The histogram-like feature map does not contain the distributions …