Zhaoru Ke

DUPLEX: Dual GAT for Complex Embedding of Directed Graphs

Current directed graph embedding methods build upon undirected techniques but often inadequately capture directed edge information, leading to challenges such as: (1) Suboptimal representations for nodes with low in/out-degrees, due to the insufficient neighbor interactions; (2) Limited inductive ab…