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

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

22 September 2023
Yiming Huang
Yujie Zeng
Qiang Wu
Linyuan Lu
ArXivPDFHTML

Papers citing "Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes"

16 / 16 papers shown
Title
Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs
Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs
Yushi Feng
Tsai Hor Chan
Guosheng Yin
Lequan Yu
42
1
0
20 Feb 2025
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
Yiming Huang
Tolga Birdal
DiffM
76
0
0
06 Feb 2025
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
Guoguo Ai
Guansong Pang
Hezhe Qiao
Yuan Gao
Hui Yan
67
0
0
26 Nov 2024
FSW-GNN: A Bi-Lipschitz WL-Equivalent Graph Neural Network
FSW-GNN: A Bi-Lipschitz WL-Equivalent Graph Neural Network
Yonatan Sverdlov
Yair Davidson
Nadav Dym
Tal Amir
29
3
0
10 Oct 2024
Transfer Entropy in Graph Convolutional Neural Networks
Transfer Entropy in Graph Convolutional Neural Networks
Adrian Moldovan
A. Cataron
Razvan Andonie
GNN
23
1
0
08 Jun 2024
What Improves the Generalization of Graph Transformers? A Theoretical
  Dive into the Self-attention and Positional Encoding
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding
Hongkang Li
Meng Wang
Tengfei Ma
Sijia Liu
Zaixi Zhang
Pin-Yu Chen
MLT
AI4CE
37
10
0
04 Jun 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph
  Representation Learning
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
Zhuo Xu
Lu Bai
Lixin Cui
Ming Li
Yue Wang
Edwin R. Hancock
GNN
32
1
0
23 May 2024
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance
  Sparse Information Aggregation
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation
Ruizhe Zhang
Xinke Jiang
Yuchen Fang
Jiayuan Luo
Yongxin Xu
Yichen Zhu
Xu Chu
Junfeng Zhao
Yasha Wang
21
1
0
18 Jan 2024
Cooperative Network Learning for Large-Scale and Decentralized Graphs
Cooperative Network Learning for Large-Scale and Decentralized Graphs
Qiang Wu
Yiming Huang
Yujie Zeng
Yujie Teng
Fang Zhou
Linyuan Lu
GNN
FedML
21
0
0
03 Nov 2023
Influential Simplices Mining via Simplicial Convolutional Network
Influential Simplices Mining via Simplicial Convolutional Network
Yujie Zeng
Yiming Huang
Qiang Wu
Linyuan Lu
14
10
0
11 Jul 2023
Identifying vital nodes through augmented random walks on higher-order
  networks
Identifying vital nodes through augmented random walks on higher-order networks
Yujie Zeng
Yiming Huang
Xiaolong Ren
Linyuan Lu
20
9
0
11 May 2023
SGAT: Simplicial Graph Attention Network
SGAT: Simplicial Graph Attention Network
See Hian Lee
Feng Ji
Wee Peng Tay
57
23
0
24 Jul 2022
How Powerful are Spectral Graph Neural Networks
How Powerful are Spectral Graph Neural Networks
Xiyuan Wang
Muhan Zhang
70
178
0
23 May 2022
Simplicial Convolutional Neural Networks
Simplicial Convolutional Neural Networks
Maosheng Yang
Elvin Isufi
G. Leus
GNN
60
56
0
06 Oct 2021
Geom-GCN: Geometric Graph Convolutional Networks
Geom-GCN: Geometric Graph Convolutional Networks
Hongbin Pei
Bingzhen Wei
Kevin Chen-Chuan Chang
Yu Lei
Bo Yang
GNN
169
1,072
0
13 Feb 2020
Multi-scale Attributed Node Embedding
Multi-scale Attributed Node Embedding
Benedek Rozemberczki
Carl Allen
Rik Sarkar
GNN
145
833
0
28 Sep 2019
1