The effects of climate change on dioecious plants are of growing concern. Dioecious plants have sex-specific eco-physiological responses. This study investigated the response of Salix myrtillacea, a dioecious wood-producing plant with industrial potential, to high (35°C) and low (15°C) temperature stresses. The efficacy of exogenously applied acetic acid (AA) in enhancing sex-specific temperature stress tolerance was also investigated. The research found that female willows showed greater resilience to both temperature extremes than males. The average stress intensity indices for height and basal diameter growth rate were 19.20 % and 10.87 % higher in males than in females, respectively. This was also evidenced by greater physiological adaptations (antioxidant enzyme activity, hormone accumulation) and nutrient assimilation. Compared with high temperature, willows showed better adaptation to low temperature, resulting in a significant stress reduction. In addition, the application of AA significantly reduced stress in both sexes, while distinct sex-specific differences were observed in the composition of the rhizosphere microbial community. The application of AA particularly influenced certain microbial phyla. For example, it increased the relative abundance of Bacteroidetes by 46.11 % and Chloroflexi by 42.16 %, while decreased Acidobacteria by 29.28 %. This supported carbon uptake and storage to improve stress tolerance in females under high temperature stress. Conversely, males showed a stronger association with fungi to maintain stability. In conclusion, the application of AA significantly improved the temperature stress resistance of dioecious willows. There were pronounced improvements in growth, physiological adaptations, and microbial interactions. These effects were particularly evident in female plants. These findings highlight the potential of AA in tailoring climate resilience strategies for dioecious species.