It would be interesting to find a vertex transitive graph whose matching polynomial has a nonsimple root. Such a graph would not have a hamiltonian path (see [1,2]) and would disprove a conjecture of ...

One-way propagation, a mechanism that sharpens feature alignment between query and data graphs. Shared-graph convolution, a new convolution method using sigmoid functions to refine feature extraction.