Before revision:  In this paper , we propose a novel dual graph embedding network (DGEN) to improve the robustness of the graph clustering to the noisy nodes and edges. DGEN is designed as a two-step graph encoder connected by a graph pooling layer , which learns the graph embedding of the selected nodes.
After revision:  In this paper , we propose a novel dual graph embedding network (DGEN) , which is designed as a two-step graph encoder connected by a graph pooling layer , which learns the graph embedding of the selected nodes.