most citedUniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

stat.CO2025

An Efficient Outlier Detection Algorithm for Data Streaming

Rui Hu, Luc, Chen +1

The nature of modern data is increasingly real-time, making outlier detection crucial in any data-related field, such as finance for fraud detection and healthcare for monitoring p…

cs.LG2024★ 2 cited

UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting

Juncheng Liu, Chenghao Liu, Gerald Woo +4

Transformer-based models have emerged as powerful tools for multivariate time series forecasting (MTSF). However, existing Transformer models often fall short of capturing both int…