Learnable Hypergraph Laplacian for Hypergraph Learning

Learnable Hypergraph Laplacian for Hypergraph Learning

10 June 2021

Papers citing "Learnable Hypergraph Laplacian for Hypergraph Learning"

14 / 14 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
DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition Caoshuo Li Tanzhe Li Xiaobin Hu Donghao Luo Taisong Jin 53 0 0 19 Mar 2025
Explaining Hypergraph Neural Networks: From Local Explanations to Global Concepts Shiye Su Iulia Duta Lucie Charlotte Magister Pietro Lio' FAtt 29 0 0 10 Oct 2024
SPHINX: Structural Prediction using Hypergraph Inference Network Iulia Duta Pietro Liò 28 2 0 04 Oct 2024
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide Sunwoo Kim Soo Yong Lee Yue Gao Alessia Antelmi Mirko Polato Kijung Shin GNN AI4TS 29 17 0 01 Apr 2024
Sheaf Hypergraph Networks Iulia Duta Giulia Cassara Fabrizio Silvestri Pietro Lió 9 16 0 29 Sep 2023
Spectral Convergence of Complexon Shift Operators Purui Zhang Xingchao Jian Feng Ji Wee Peng Tay Bihan Wen 11 1 0 12 Sep 2023
A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings Ryan Aponte Ryan A. Rossi Shunan Guo Jane Hoffswell Nedim Lipka Chang Xiao G. Chan E. Koh Nesreen Ahmed GNN 25 11 0 28 Dec 2022
Learning Hypergraphs From Signals With Dual Smoothness Prior Bohan Tang Siheng Chen Xiaowen Dong 50 8 0 03 Nov 2022
A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process Fuyang Li Jiying Zhang Xi Xiao Bin Zhang Dijun Luo 19 3 0 30 Oct 2022
GraphTTA: Test Time Adaptation on Graph Neural Networks Guan-Wun Chen Jiying Zhang Xi Xiao Y. Li OOD 28 9 0 19 Aug 2022
A Survey on Hyperlink Prediction Cang Chen Yang-Yu Liu 3DV AI4CE 9 40 0 06 Jul 2022
Preventing Over-Smoothing for Hypergraph Neural Networks Guan-Wun Chen Jiying Zhang Xi Xiao Yang Li 21 22 0 31 Mar 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs Jiying Zhang Fuyang Li Xi Xiao Tingyang Xu Yu Rong Junzhou Huang Yatao Bian GNN 13 24 0 31 Mar 2022