"simplicial complexes" Papers

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Paper Type

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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

MANTRA: The Manifold Triangulations Assemblage

Rubén Ballester, Ernst Roell, Daniel Bin Schmid et al.

ICLR 2025arXiv:2410.02392
8
citations

Defining Neural Network Architecture through Polytope Structures of Datasets

Sangmin Lee, Abbas Mammadov, Jong Chul YE

ICML 2024spotlightarXiv:2402.02407
1
citations

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

Yiming Huang, Yujie Zeng, Qiang Wu et al.

AAAI 2024paperarXiv:2309.12971
29
citations

Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes

Quang Truong, Peter Chin

AAAI 2024paperarXiv:2308.06838
12
citations