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equivariant layer

4 papers

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graph neural network (2) expressive power (2) set-to-graph function (1) invariance measurement (1) equivariance measurement (1) orthogonal base (1) molecular prediction (1) invariance metric (1) equivariance metric (1) pretrained weight (1)

Papers

Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power JMLR 2025 In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? NeurIPS 2022 Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries NeurIPS 2022 Set2Graph: Learning Graphs From Sets NeurIPS 2020