Kiwifruit bacterial canker is a global disease caused by the Pseudomonas syringae pv. actinidiae (Psa), which poses a major threat to kiwifruit production worldwide. Despite the economic importance of Actinidia chinensis var. chinensis, only a few resistant varieties have been identified to date. In this study, we screened 44 kiwifruit F1 (first filial generation) hybrid lines derived from a cross between two Actinidia chinensis var. chinensis lines and identified two offspring with distinct resistance to Psa: resistant offspring RH12 and susceptible offspring SH14. To identify traits associated with resistance, we performed a comparative transcriptomic analysis of these two lines. We identified several highly differentially expressed genes (DEGs) associated with plant defense. Many of these genes are involved in flavonoid synthesis, pathogen interactions, and hormone signaling pathways, which play essential roles in disease resistance. Additionally, using weighted gene co-expression network analysis (WGCNA), we identified six core transcription factors. Moreover, qRT-PCR results demonstrated the high expression of AcC3H1 and AcREM14 in Psa-induced highly resistant hybrid lines. Ultimately, overexpression of AcC3H1 and AcREM14 in kiwifruit can enhance disease resistance by upregulating enzymatic activity and activating gene expression in the salicylic acid (SA) signaling pathway. Our study elucidates the molecular mechanism underlying disease resistance in kiwifruit and contributes to the advancement of research on kiwifruit breeding.