Topological Relational Learning on Graphs

Topological Relational Learning on Graphs

29 October 2021

Baris Coskunuzer

Papers citing "Topological Relational Learning on Graphs"

7 / 7 papers shown

Title
A Metric for the Balance of Information in Graph Learning Alex O. Davies Nirav Ajmeri Telmo de Menezes e Silva Filho 46 0 0 31 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 47 0 0 17 Jan 2025
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning Naheed Anjum Arafat D. Basu Yulia R. Gel Yuzhou Chen AAML 92 0 0 21 Sep 2024
Tensor-view Topological Graph Neural Network Tao Wen Elynn Chen Yuzhou Chen 26 8 0 22 Jan 2024
Going beyond persistent homology using persistent homology Johanna Immonen Amauri H. Souza Vikas K. Garg 22 9 0 10 Nov 2023
SPAGAN: Shortest Path Graph Attention Network Yiding Yang Xinchao Wang Mingli Song Junsong Yuan Dacheng Tao GNN 130 96 0 10 Jan 2021
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 236 3,230 0 24 Nov 2016