While children with disabilities experience exclusion and segregation in education, parents’ involvement has been very limited due to the lack of parent support in China. Negative attitudes toward disability in an environment deeply influenced by the individual model of disability thinking makes it crucial for parents to advocate for their children’s rights in inclusive education through collaborative and organized efforts. This article examines barriers obstructing disabled children’s rights in pursuing inclusive education, barriers parents face to advocate for their children, and the development of parent support. The author argues that equal and inclusive education for all has a broader social impact beyond disability rights to eliminate barriers and pursue dignity for all. In doing so, the author reveals existing structural inequalities facing inclusive education, encourages the momentum for future changes, and utilizes a good example of parent advocacy for a deeper and meaningful policy advancement to overcome discrimination on the basis of disability that causes segregation and exclusion in education. Recommendations include strategies for the construction of a support network for parents to play their important roles in advancing the rights of their disabled children in inclusive education.