State Space Models over Directed Graphs

Junzhi She, Xunkai Li, Rong-Hua Li +1

Directed graphs are ubiquitous across numerous domains, where the directionality of edges encodes critical causal dependencies. However, existing GNNs and graph Transformers tailor…