Poster "higher-order interactions" Papers
7 papers found
Conference
Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes
Wei Wu, Xuan Tan, Yan Peng et al.
NEURIPS 2025
Continuous Simplicial Neural Networks
Aref Einizade, Dorina Thanou, Fragkiskos Malliaros et al.
NEURIPS 2025arXiv:2503.12919
2
citations
E(n) Equivariant Topological Neural Networks
Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec et al.
ICLR 2025arXiv:2405.15429
20
citations
MANTRA: The Manifold Triangulations Assemblage
Rubén Ballester, Ernst Roell, Daniel Bin Schmid et al.
ICLR 2025arXiv:2410.02392
8
citations
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
Zhijian Zhuo, Ya Wang, Yutao Zeng et al.
ICLR 2025arXiv:2411.03884
6
citations
Gaussian Processes on Cellular Complexes
Mathieu Alain, So Takao, Brooks Paige et al.
ICML 2024arXiv:2311.01198
20
citations
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions
Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki et al.
ICML 2024