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20192025
most citedPM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

149 citations · 272 across the 8 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

physics.soc-ph2022★ 51 cited

Expectation-Maximizing Network Reconstruction and MostApplicable Network Types Based on Binary Time Series Data

Kaiwei Liu, Xing Lv, Fei Gao +1

Based on the binary time series data of social infection dynamics, we propose a general framework to reconstruct 2-simplex complexes with two-body and three-body interactions by co…

cs.SI2022

NEDMP: Neural Enhanced Dynamic Message Passing

Fei Gao, Yan Zhang, Jiang Zhang

Predicting stochastic spreading processes on complex networks is critical in epidemic control, opinion propagation, and viral marketing. We focus on the problem of inferring the ti…