"higher-order interactions" Papers

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E(n) Equivariant Topological Neural Networks

Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec et al.

ICLR 2025posterarXiv:2405.15429

Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models

Zhijian Zhuo, Ya Wang, Yutao Zeng et al.

ICLR 2025posterarXiv:2411.03884

Gaussian Processes on Cellular Complexes

Mathieu Alain, So Takao, Brooks Paige et al.

ICML 2024poster

Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes

Yiming Huang, Yujie Zeng, Qiang Wu et al.

AAAI 2024paperarXiv:2309.12971

KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions

Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki et al.

ICML 2024poster