Yingying ZHANG

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series

Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting

Explaining Time Series via Contrastive and Locally Sparse Perturbations

Benchmarking Multivariate Time Series Anomaly Detection with Large-Scale Real-World Datasets