Mingbin Feng

Prospective Multi-Graph Cohesion for Multivariate Time Series Anomaly Detection

2025

Anomaly detection in high-dimensional time series data is pivotal for numerous industrial applications. Recent advances in multivariate time series anomaly detection (TSAD) have increasingly leveraged graph structures to model inter-variable relationships, typically employing Graph Neural …