IMPaCT reweights graph message passing to align first and second moments across chronological train/test splits, reporting accuracy gains on ogbn-mag and a theoretical W1 bound.
A.2 T OY EXPERIMENT The purpose of toy experiment was to compare test accuracy obtained when dataset was split chrono- logically and split randomly regardless of time information
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IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs
IMPaCT reweights graph message passing to align first and second moments across chronological train/test splits, reporting accuracy gains on ogbn-mag and a theoretical W1 bound.