Amauri H Souza

Associate Professor@Federal Institute of Ceará·巴西·OpenReview

研究方向

deep learning · recurrent neural networks · sequence modeling · graph neural networks · graph representation learning · relational learning · structured prediction · kernel methods · distance-based learning

5.5

合作者 (20)

Amauri H Souza

Cooperative Sheaf Neural Networks

Differentiable Lifting for Topological Neural Networks

The Logical Expressiveness of Topological Neural Networks

LP-RAG: A Link Prediction-Based Framework for Retrieval-Augmented Generation

When do GFlowNets learn the right distribution?

On topological descriptors for graph products

Graph Persistence goes Spectral

Positional Encoding meets Persistent Homology on Graphs

Generalization and Distributed Learning of GFlowNets

Topological Positional Encoding