"permutation equivariance" Papers

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A Meta-Learning Approach to Bayesian Causal Discovery

Anish Dhir, Matthew Ashman, James Requeima et al.

ICLR 2025arXiv:2412.16577
12
citations

Learning Efficient Positional Encodings with Graph Neural Networks

Charilaos Kanatsoulis, Evelyn Choi, Stefanie Jegelka et al.

ICLR 2025arXiv:2502.01122
17
citations

When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach

Qian Chen, Lei Li, Qian Li et al.

ICLR 2025arXiv:2501.14211
1
citations

HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network

Bor Jiun Lin, Chun-Yi Lee

ICML 2024