works on
causal discovery 1causal graph refinement 1large language models 1root cause analysis 1telecommunication systems 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

EvoCause: LLM-Guided Evolution of Causal Graphs for Root Cause Analysis

Lei Zan, Keli Zhang, Shifeng Xie +7

EvoCause leverages a large language model to suggest edits to causal graphs used for root cause analysis of alarm cascades, refining the graph with expert labels and improving dete…