Before revision:  (2) they often need to first transform an HIN into meta-path based graphs by computing commuting matrices, which has a high time complexity, resulting in poor scalability .
After revision:  (2) they often need to first transform an HIN into meta-path based dense graphs, which leads to high computational complexity .