Autism spectrum disorder (ASD) presents diagnostic challenges due to its heterogeneous nature. necessitating advanced methods for accurate identification. This study proposes a novel diagnostic approach that integrates Graph convolutional networks (GCN) with dual transformer architectures. optimized through a Co-training strategy. https://www.royaltyfurnitureandappliancers.shop/product-category/gentlemans-chests/