Papers citing 'Future Directions in the Theory of Graph Machine Learning'

Title
Graph Representational Learning: When Does More Expressivity Hurt Generalization? Sohir Maskey Raffaele Paolino Fabian Jogl Gitta Kutyniok Johannes F. Lutzeyer 257 2 0 16 May 2025
The Expressive Power of Graph Neural Networks: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Bingxue Zhang Changjun Fan Shixuan Liu Kuihua Huang Xiang Zhao Jin-Yu Huang Zhong Liu 384 40 0 16 Aug 2023
Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs Matthieu Cordonnier Nicolas Keriven Nicolas M Tremblay Samuel Vaiter GNN 436 12 0 21 Apr 2023