"message-passing neural networks" Papers
5 papers found
On the Expressive Power of Sparse Geometric MPNNs
Yonatan Sverdlov, Nadav Dym
ICLR 2025posterarXiv:2407.02025
6
citations
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
Junnan Liu, Qianren Mao, Weifeng Jiang et al.
ICML 2024poster
On dimensionality of feature vectors in MPNNs
César Bravo, Alexander Kozachinskiy, Cristobal Rojas
ICML 2024poster
Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency
Hyeongjin Kim, Sangwon Kim, Dasom Ahn et al.
ICML 2024poster
Verifying message-passing neural networks via topology-based bounds tightening
Christopher Hojny, Shiqiang Zhang, Juan Campos et al.
ICML 2024poster