Souza, Amauri H.
- Provably expressive temporal graph networks
2022/09/29 by Souza, Amauri H., Mesquita, Diego, Kaski, Samuel +1 · 10 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Rethinking pooling in graph neural networks
2020/10/22 by Diego Mesquita, Amauri H. Souza, Mesquita, Diego +3 · 8 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Multimodal Machine Learning Applications
- Going beyond persistent homology using persistent homology
2023/11/10 by Immonen, Johanna, Souza, Amauri H., Garg, Vikas · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cooperative Sheaf Neural Networks
2025/07/01 by André Ribeiro, Ribeiro, André, Ana Luiza Tenório +7 · 1 citation
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Complex Network Analysis Techniques