Binary code search is a technique that involves finding with similarity to given within database. It finds extensive application in scenarios such as vulnerability queries and defect analysis. While many existing methods employ advanced machine learning models for analysis, their lack of interpretability low efficiency dealing large-scale functions still remain challenges. To address these issu...