Siwei Guan

发表论文 11 篇 · 总被引 131 次 · h-index 6

代表论文

GTAD: Graph and Temporal Neural Network for Multivariate Time Series Anomaly Detection (2022 · Entropy · 被引 51)
MPFormer: Multipatch Transformer for Multivariate Time-Series Anomaly Detection With Contrastive Learning (2024 · IEEE Internet of Things Journal · 被引 22)
TPAD: Temporal-Pattern-Based Neural Network Model for Anomaly Detection in Multivariate Time Series (2023 · IEEE Sensors Journal · 被引 19)
Multivariate time series anomaly detection with variational autoencoder and spatial-temporal graph network (2024 · Computers & security · 被引 18)
Conditional normalizing flow for multivariate time series anomaly detection. (2023 · ISA transactions · 被引 18)
SDANet: Sub-domain adaptive network for multi-fault diagnosis of lithium-ion battery packs (2024 · Journal of Energy Storage · 被引 9)