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mean aggregation

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graph neural network (3) message passing (2) graph neural network expressivity (1) aggregation function (1) sum aggregation (1) max aggregation (1) non-isomorphic graph (1) modal logic (1) graph feature imputation (1) discrimination risk (1)

Papers

Logical Characterizations of GNNs with Mean Aggregation AAAI 2026 Some Might Say All You Need Is Sum IJCAI 2023 Not too little, not too much: a theoretical analysis of graph (over)smoothing NeurIPS 2022 On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs NeurIPS 2022