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://mabelandfoxs.shop/product-category/travel-changing-mat/