Search Results for author: Junkai Mao

Found 2 papers, 0 papers with code

Backbone-based Dynamic Graph Spatio-Temporal Network for Epidemic Forecasting

no code implementations1 Dec 2023 Junkai Mao, Yuexing Han, Gouhei Tanaka, Bing Wang

To capture this property, we use adaptive methods to generate static backbone graphs containing the primary information and temporal models to generate dynamic temporal graphs of epidemic data, fusing them to generate a backbone-based dynamic graph.

MPSTAN: Metapopulation-based Spatio-Temporal Attention Network for Epidemic Forecasting

no code implementations15 Jun 2023 Junkai Mao, Yuexing Han, Bing Wang

Most of the present spatio-temporal models cannot provide a general framework for stable, and accurate forecasting of epidemics with diverse evolution trends.

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