Honeybee, positioned as an outgroup of flies and mosquitos, have exhibited intriguing duplications and expansions of OR genes in genomic studies. However, little is known about how the OR genes are expressed and regulated in honeybee olfactory sensory neurons (OSNs). In this study, we utilized a single-cell multi-omics approach to profile the transcriptome and chromatin accessibility in Apis mellifera antennal nuclei, aiming to elucidate OR gene expression and its underlying regulatory mechanisms. Our systematical analysis unveiled a similar singular expression pattern of ligand-specific receptors in Apis mellifera OSNs, parallel with those observed in Drosophila melanogaster. Mechanistically, we discovered that promoter activation of OR genes orchestrates receptor expression patterns. For instance, although multiple adjacent OR genes are co-expressed with a single active promoter through polycistronic transcription, only the first OR gene could produce functional receptor protein, as supported by transcriptome quantification in OSNs. Additionally, we found that co-expression of receptor proteins might occur only when co-expressed OR genes possess multiple accessible promoters. This scenario is less common than expected, considering the number and evolutionary age of OR genes in Apis mellifera, suggesting a selection favoring the specialization of rapidly expanded OR genes in Apis mellifera. Overall, our study provides significant insights into the insect olfaction system and the regulatory mechanisms of OR genes expression.