Many previous studies have suggested the atypical functional changes in autism spectrum disorder (ASD). However, little is known about potential influences mediated by the alterations of functional properties of brain regions in ASD. To study this issue, data of forty-seven people with ASD and 47 well-matched typical developing (TD) individuals from a single site NYU Langone Medical Center was used in the current study. Functional properties of brain regions, including neural activity strength, functional complexity, and entropy connectivity, were utilized to explore atypical changes of brain function in people with ASD. We found weakened or enhanced changes of functional properties in the amygdala, PHG, frontal superior medial gyrus, precuneus, and SMG in ASD compared with TD. Additionally, we observed significant correlations between those altered functional properties and clinical characteristics, which included symptom-related indicators, age, and handedness in ASD. Our findings indicated that altered functional properties might have negative impacts on social and cognitive function in ASD, which contributes to the basis of some characteristic aspects of ASD symptomatology. In addition, the atypical local functional architectures of some brain regions might adjust the directional connectivity pattern of the default mode network, amygdala, and PHG, which might potentially affect the behavioral performance in ASD.