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Time-ConditionedDanceswithSimplicialComplexes: ZigzagFiltrationCurvebasedSupra-Hodge ConvolutionNetworksforTime-seriesForecasting

Neural Information Processing Systems

Furthermore, GNNs tend topre-dominantly focus only oninformation propagation among nodes andalso belimited intheirability todescribe polyadic relationships among multiple substructures of multivariate time series or multi-node interactions in dynamics graphs.


Appendix A Proof of Proposition 3.2

Neural Information Processing Systems

C.1 Datasets Detailed data description is as follows: 15 Figure 1: Illustration of 0-and 1-dimensional ZFCs for COVID-19 dataset on Texas (TX).