China has an extensive number of small towns with historic districts boasting natural and organic spatial fabric mainly composed of self-built houses. Nevertheless, these areas are generally trapped in tough regeneration predicaments: the deterioration of physical spaces has disrupted the social ecosystem, resulting in hollowing-out, an aging population and a severe loss of vitality; meanwhile, they fall into a quagmire due to constraints such as limited resource endowments, weak financial suppo