To Reviewer 1

The method needs to search through paths for long-term information, it's like to find conflict facts How to deal with the conflict is not mentioned. In Figure 1, we have "search with only macro stage" ( Random, Reinforce, Bayes) and "with only We will elaborate more on this in Sec. Some recent work on graph alignment were not included in the comparison. The code of VR-GNN [Y e et al. 2019] is not publicly available. The search cost still takes tens of hours.