Autism spectrum disorder (ASD) is a complex neurodevelopmental that can reduce quality of life and burden families. However, there lack objectivity in clinical diagnosis, so it very important to develop method for early accurate diagnosis. Multi-site data increases sample size statistical power, which convenient training deep learning models. heterogeneity between sites will affect ASD recognit...