Dist2Cycle: A Simplicial Neural Network for Homology Localization

28 October 2021

Papers citing "Dist2Cycle: A Simplicial Neural Network for Homology Localization"

18 / 18 papers shown

Title
COSMOS: Continuous Simplicial Neural Networks Aref Einizade Dorina Thanou Fragkiskos D. Malliaros Jhony H. Giraldo AI4CE 56 0 0 17 Mar 2025
GEFL: Extended Filtration Learning for Graph Classification Simon Zhang Soham Mukherjee T. Dey 43 10 0 04 Jun 2024
Binarized Simplicial Convolutional Neural Networks Yi Yan E. Kuruoglu 37 2 0 07 May 2024
Learning From Simplicial Data Based on Random Walks and 1D Convolutions Florian Frantzen Michael T. Schaub 91 0 0 04 Apr 2024
Topo-MLP : A Simplicial Network Without Message Passing K. Ramamurthy Aldo Guzmán-Sáenz Mustafa Hajij 42 8 0 19 Dec 2023
Simplicial Representation Learning with Neural $k$ -Forms Kelly Maggs Celia Hacker Bastian Alexander Rieck AI4CE 19 10 0 13 Dec 2023
Cycle Invariant Positional Encoding for Graph Representation Learning Zuoyu Yan Teng Ma Liangcai Gao Zhi Tang Chao Chen Yusu Wang 25 4 0 24 Nov 2023
On the spectrum of the Hodge Laplacian on sequences Hannah Santa Cruz Baur V. Itskov 14 0 0 17 Oct 2023
ICML 2023 Topological Deep Learning Challenge : Design and Results Mathilde Papillon Mustafa Hajij Helen Jenne Johan Mathe Audun Myers ... Maosheng Yang Yixiao Yue Olga Zaghen Ali Zia Nina Miolane AI4CE 43 3 0 26 Sep 2023
Tumor-Centered Patching for Enhanced Medical Image Segmentation Mutyyba Asghar A. R. Shahid Akhtar Jamil K. Aftab S. Enam 19 1 0 23 Aug 2023
NervePool: A Simplicial Pooling Layer Sarah McGuire E. Munch M. Hirn 19 1 0 10 May 2023
Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks Mathilde Papillon Sophia Sanborn Mustafa Hajij Nina Miolane 3DV AI4CE 25 32 0 20 Apr 2023
Topological Point Cloud Clustering Vincent P. Grande Michael T. Schaub 3DPC 13 7 0 29 Mar 2023
Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes Huixin Zhan Victor S. Sheng 26 2 0 09 Feb 2023
Convolutional Learning on Simplicial Complexes Maosheng Yang Elvin Isufi 16 19 0 26 Jan 2023
Generalized Spectral Coarsening A. Keros Kartic Subr 11 0 0 04 Jul 2022
Simplicial Attention Networks Christopher Wei Jin Goh Cristian Bodnar Pietro Lio' GNN 29 34 0 20 Apr 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 172 1,095 0 27 Apr 2021