Machine Learning · Computer Science
Scalable Graph Neural Networks for Heterogeneous Graphs
Lingfan Yu, Jiajun Shen, Jinyang Li, Adam Lerer
2020-11-20
Machine Learning · Computer Science
Structure-Guided Input Graph for GNNs facing Heterophily
Victor M. Tenorio, Madeline Navarro, Samuel Rey, Santiago Segarra +1
2024-12-03
Machine Learning · Computer Science
Union Subgraph Neural Networks
Jiaxing Xu, Aihu Zhang, Qingtian Bian, Vijay Prakash Dwivedi +1
2024-01-10
Machine Learning · Computer Science
Federated Graph Semantic and Structural Learning
Wenke Huang, Guancheng Wan, Mang Ye, Bo Du
2024-07-02
Social and Information Networks · Computer Science
Subgraph Networks with Application to Structural Feature Space Expansion
Qi Xuan, Jinhuan Wang, Minghao Zhao, Junkun Yuan +3
2019-12-17
Discrete Mathematics · Computer Science
Random intersection graphs and their applications in security, wireless communication, and social networks
Jun Zhao, Osman Yağan, Virgil Gligor
2015-04-14
Machine Learning · Computer Science
UGSL: A Unified Framework for Benchmarking Graph Structure Learning
Bahare Fatemi, Sami Abu-El-Haija, Anton Tsitsulin, Mehran Kazemi +4
2023-08-22
Machine Learning · Computer Science
NDGGNET-A Node Independent Gate based Graph Neural Networks
Ye Tang, Xuesong Yang, Xinrui Liu, Xiwei Zhao +2
2022-05-12
Discrete Mathematics · Computer Science
Forbidden induced subgraph characterization of circle graphs within split graphs
Flavia Bonomo-Braberman, Guillermo A. Durán, Nina Pardal, Martín D. Safe
2023-04-04
Machine Learning · Computer Science
Marginal Nodes Matter: Towards Structure Fairness in Graphs
Xiaotian Han, Kaixiong Zhou, Ting-Hsiang Wang, Jundong Li +2
2023-10-24
Human-Computer Interaction · Computer Science
An Overview + Detail Layout for Visualizing Compound Graphs
Chang Han, Justin Lieffers, Clayton Morrison, Katherine E. Isaacs
2024-08-09