Jan 17, 2024 · To promote more comprehensive pattern interaction modeling for long-range time series forecasting, we propose a Multi-Scale Hypergraph Transformer (MSHyper) ...

Jan 17, 2024 · In this paper, we propose MSHyper for long-range time series forecasting. Specifically, the H-HGC module is introduced to provide foundations for modeling high ...

A multi-scale hypergraph is introduced to provide foundations for modeling high-order pattern interactions and a hyperedge graph is built to enhance hypergraph ...

List of research papers focus on time series forecasting and deep learning, as well as other resources like competitions, datasets, courses, blogs, code, etc.

Jan 19, 2024 · [2401.09261] MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting. arxiv.org. Open. Upvote 1. Downvote

To promote more comprehensive pattern interaction modeling for long-range time series forecasting, we propose a Multi-Scale Hypergraph Transformer (MSHyper) ...

MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting ... In addition, a tri-stage message passing mechanism is introduced to ...

Mshyper: Multi-scale hypergraph transformer for long-range time series forecasting. Z Shang, L Chen. arXiv preprint arXiv:2401.09261, 2024. 2, 2024. A Coarse-to ...

To promote more comprehensive pattern interaction modeling for long-range time series forecasting, we propose a Multi-Scale Hypergraph Transformer (MSHyper) ...

MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting. no code yet • 17 Jan 2024. In addition, a tri-stage message passing ...