Zejun Fan

CausalNET: Unveiling Causal Structures on Event Sequences by Topology-Informed Causal Attention

Causal discovery on event sequences holds a pivotal significance across domains such as healthcare, finance, and industrial systems. The crux of this endeavor lies in unraveling causal structures among event types, typically portrayed as directed acyclic graphs (DAGs). Nonetheless, prevailing method…