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The Boolean Power of ReLU

arXiv cs.LG · 2026-08-14 Cached

This theoretical paper proves that ReLU-based message-passing GNNs are strictly more expressive than GNNs using any eventually constant activation functions (e.g., truncated ReLU) with respect to Boolean queries, even on Boolean-featured graphs.

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