Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks
Download Abstract: Graph neural networks (GNN) have sho …
Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks 查看全文 »
Machine Learning
Latent Diffusion Energy-Based Model for Interpretable Text Modeling
Download Abstract: Latent space Energy-Based Models (EB …
Latent Diffusion Energy-Based Model for Interpretable Text Modeling 查看全文 »
Decoupling the Depth and Scope of Graph Neural Networks
Download Abstract: State-of-the-art Graph Neural Networ …
Decoupling the Depth and Scope of Graph Neural Networks 查看全文 »
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
Download Abstract: In this paper, we provide a theory o …
Nested Graph Neural Networks
Download Abstract: Graph neural network (GNN)’s s …