Before revision:  It directly takes the entire HIN as input and avoids intermediate HIN transformation . The carefully designed hierarchical aggregation architecture avoids computationally inefficient neighborhood attention.
After revision:  It directly takes the entire HIN as input and avoids intermediate HIN transformation and neighborhood attention.