permutation equivariance

Embracing Positional Bias in Multiple-Choice Question Answering via Permutation Equivariant Neural Networks AAAI 2026 A Meta-Learning Approach to Bayesian Causal Discovery ICLR 2025 EquiPose: Exploiting Permutation Equivariance for Relative Camera Pose Estimation CVPR 2025 Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models ICLR 2025 FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fields ICLR 2025 Graph Adaptive Autoregressive Moving Average Models ICML 2025 Learning Efficient Positional Encodings with Graph Neural Networks ICLR 2025 On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation ICLR 2025 Permutation Equivariant Neural Networks for Symmetric Tensors ICML 2025 REVISITING MULTI-PERMUTATION EQUIVARIANCE THROUGH THE LENS OF IRREDUCIBLE REPRESENTATIONS ICLR 2025 Equivariant Diffusion for Crystal Structure Prediction ICML 2024 Permutation Equivariance of Transformers and Its Applications CVPR 2024 P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks AISTATS 2024 Universal Neural Functionals NeurIPS 2024 Boosting Multiagent Reinforcement Learning via Permutation Invariant and Permutation Equivariant Networks ICLR 2023 Neural Functional Transformers NeurIPS 2023 Provable Memorization Capacity of Transformers ICLR 2023 Weisfeiler and Leman go Machine Learning: The Story so far JMLR 2023 A Context-Integrated Transformer-Based Neural Network for Auction Design ICML 2022 Benefits of Permutation-Equivariance in Auction Mechanisms NeurIPS 2022 Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks ICLR 2022 Graph annotation generative adversarial networks ACML 2022 Modeling Conditional Dependencies in Multiagent Trajectories AISTATS 2022 OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NeurIPS 2022 SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022