News

2025-09 Preprint
Preprint posted: Towards foundation models for zero-shot time series anomaly detection: Leveraging synthetic data and relative context discrepancy
arXiv link
2025-09 Preprint
Preprint posted: AXIS: Explainable Time Series Anomaly Detection with Large Language Models
arXiv link
2025-09 Accepted
Paper accepted to NIPS 2025: TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
arXiv link
2025-06 Preprint
Preprint posted: Tensor State Space-based Dynamic Multilayer Network Modeling
arXiv link
2025-05 Preprint
Preprint posted: CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series
arXiv link