2024 "simplicial complexes" Papers

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Defining Neural Network Architecture through Polytope Structures of Datasets

Sangmin Lee, Abbas Mammadov, Jong Chul YE

ICML 2024spotlight

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

Yiming Huang, Yujie Zeng, Qiang Wu et al.

AAAI 2024paperarXiv:2309.12971

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

Quang Truong, Peter Chin

AAAI 2024paperarXiv:2308.06838