Sheaf Hypergraph Networks

Sheaf Hypergraph Networks

29 September 2023

Fabrizio Silvestri

Papers citing "Sheaf Hypergraph Networks"

12 / 12 papers shown

Title
Hypergraph Neural Sheaf Diffusion: A Symmetric Simplicial Set Framework for Higher-Order Learning Seongjin Choi Gahee Kim Yong-Geun Oh 21 0 0 09 May 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 62 0 0 03 Apr 2025
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks Xiangfei Fang Boying Wang Chengying Huan Shaonan Ma Heng Zhang Chen Zhao 55 0 0 16 Mar 2025
Dirac-Equation Signal Processing: Physics Boosts Topological Machine Learning Runyue Wang Yu Tian Pietro Liò Ginestra Bianconi 64 2 0 06 Dec 2024
Bayesian Sheaf Neural Networks Patrick Gillespie Vasileios Maroulas Ioannis Schizas 16 1 0 12 Oct 2024
SPHINX: Structural Prediction using Hypergraph Inference Network Iulia Duta Pietro Liò 28 2 0 04 Oct 2024
Heterogeneous Sheaf Neural Networks Luke Braithwaite Iulia Duta Pietro Liò 23 1 0 12 Sep 2024
Sheaf HyperNetworks for Personalized Federated Learning B. Nguyen Lorenzo Sani Xinchi Qiu Pietro Lió Nicholas D. Lane 21 0 0 31 May 2024
Co-Representation Neural Hypergraph Diffusion for Edge-Dependent Node Classification Yijia Zheng M. Worring DiffM 37 1 0 23 May 2024
High-Order Pooling for Graph Neural Networks with Tensor Decomposition Chenqing Hua Guillaume Rabusseau Jian Tang 70 25 0 24 May 2022
Predicting Patient Outcomes with Graph Representation Learning Emma Rocheteau Catherine Tong Petar Velickovic Nicholas D. Lane Pietro Lió 40 48 0 11 Jan 2021
Contextual Stochastic Block Models Y. Deshpande Andrea Montanari Elchanan Mossel S. Sen 103 152 0 23 Jul 2018