The persistent gender inequalities in higher education are an ongoing concern among academics. This paper investigates how male and female academics perceive the need for gender-related changes to support academic women's career advancement in China. Drawing on 40 interviews with male and female academics at a leading Chinese research university, this paper finds that attitudes among male academics were overwhelmingly negative toward the necessity for gender-related changes, whereas the female academics' responses varied. Two underlying issues cause the relatively similar degrees of unwillingness of men and women to make gender-related policy changes at universities. First, these academics had a strong belief in merit-based rules for promotion, which embedded gender blindness in the name of 'fairness'. Second, the power of individual choice was the determining factor for women's career progression, although both men and women acknowledged that their traditional cultural beliefs were rooted in processes and practices that systematically disadvantaged women. The findings expose academics' low expectations for the successful creation or implementation of institutional policies that support academic women's career development, considering that male academics did not support gender-related changes, and female academics were not united in their perspectives. In addition, socio-cultural norms were a critical obstacle. The findings suggest that the successful implementation of any gender policies must meet two conditions: they should stress equal opportunities for both sexes and should not jeopardize the perceived 'fair' meritocracy in academia.