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Moxian Song

2 accepted papers

2022

Hypergraph Structure Learning for Hypergraph Neural Networks

IJCAI 2022poster

Hypergraphs are natural and expressive modeling tools to encode high-order relationships among entities. Several variations of Hypergraph Neural Networks (HGNNs) are proposed to learn the node representations and complex relationships in the hypergraphs. Most current approaches assume that the input…

Cited by 80SourcePDFScholar
2021

TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data

IJCAI 2021poster

Prediction based on Irregularly Sampled Time Series (ISTS) is of wide concern in real-world applications. For more accurate prediction, methods had better grasp more data characteristics. Different from ordinary time series, ISTS is characterized by irregular time intervals of intra-series and diffe…

Cited by 26SourcePDFScholar