Luis H. M. Torres

Orcid: 0000-0002-9243-680X

According to our database1, Luis H. M. Torres authored at least 9 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Rethinking transformers with convolution and graph embeddings for few-shot molecular property discovery.
Pattern Recognit., 2025

Convolutional Spiking Neural Networks with Molecular Fingerprints for Drug Discovery.
Proceedings of the Progress in Artificial Intelligence, 2025

2024
Combining graph neural networks and transformers for few-shot nuclear receptor binding activity prediction.
J. Cheminformatics, December, 2024

A Hybrid GNN Approach for Improved Molecular Property Prediction.
J. Comput. Biol., 2024

Multi-scale cross-attention transformer via graph embeddings for few-shot molecular property prediction.
Appl. Soft Comput., 2024

2023
Few-shot learning with transformers via graph embeddings for molecular property prediction.
Expert Syst. Appl., September, 2023

Few-shot learning via graph embeddings with convolutional networks for low-data molecular property prediction.
Neural Comput. Appl., June, 2023

Convolutional Transformer via Graph Embeddings for Few-shot Toxicity and Side Effect Prediction.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2020
Exploring a Siamese Neural Network Architecture for One-Shot Drug Discovery.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020


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