Luis H. M. Torres

According to our database, Luis H. M. Torres authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Combining graph neural networks and transformers for few-shot nuclear receptor binding activity prediction.

Luis H. M. Torres, Joel P. Arrais, Bernardete Ribeiro

J. Cheminformatics, December, 2024

Multi-scale cross-attention transformer via graph embeddings for few-shot molecular property prediction.

Luis H. M. Torres, Bernardete Ribeiro, Joel P. Arrais

Appl. Soft Comput., 2024

2023

Few-shot learning with transformers via graph embeddings for molecular property prediction.

Luis H. M. Torres, Bernardete Ribeiro, Joel P. Arrais

Expert Syst. Appl., September, 2023

Few-shot learning via graph embeddings with convolutional networks for low-data molecular property prediction.

Luis H. M. Torres, Joel P. Arrais, Bernardete Ribeiro

Neural Comput. Appl., June, 2023

Convolutional Transformer via Graph Embeddings for Few-shot Toxicity and Side Effect Prediction.

Luis H. M. Torres, Bernardete Ribeiro, Joel Arrais

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2020

Exploring a Siamese Neural Network Architecture for One-Shot Drug Discovery.

Luis H. M. Torres, Nelson R. C. Monteiro, José Luís Oliveira, Joel Arrais, Bernardete Ribeiro

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020