Towards Understanding the Generalization of Graph Neural Networks

14 May 2023

Papers citing "Towards Understanding the Generalization of Graph Neural Networks"

5 / 5 papers shown

Title
Efficient Data Selection for Training Genomic Perturbation Models G. Panagopoulos J. Lutzeyer Sofiane Ennadir Michalis Vazirgiannis Jun Pang 66 0 0 18 Mar 2025
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 48 1 0 08 Nov 2023
From Local Structures to Size Generalization in Graph Neural Networks Gilad Yehudai Ethan Fetaya E. Meirom Gal Chechik Haggai Maron GNN AI4CE 134 123 0 17 Oct 2020
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 226 1,935 0 09 Jun 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 211 809 0 04 Apr 2018