Progress in graphene-based magnetic hybrids towards highly efficiency for microwave absorption

•Graphene-based magnetic microwave absorption materials (MAMs) is classified according to their components including magnetic metal, multiple alloy and metal-free hybrids.•Special structural features and regulation strategies of graphene-based magnetic MAMs are introduced.•Challenges and prospects based on graphene-based magnetic MAMs are prospected.