Andrés Herrera Poyatos

Universidad de Granada

Publicaciones

An In-depth Analysis of Jailbreaking Through Domain Characterization of LLM Training Sets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

DEEP LEARNING METHODOLOGY FOR THE IDENTIFICATION OF WOOD SPECIES USING HIGH-RESOLUTION MACROSCOPIC IMAGES
Deep Learning methodology for the identification of wood species using high-resolution macroscopic images

Proceedings of the International Joint Conference on Neural Networks

FAST SAMPLING OF SATISFYING ASSIGNMENTS FROM RANDOM k-SAT WITH APPLICATIONS TO CONNECTIVITY

SIAM Journal on Discrete Mathematics

LOCAL ATTENTION MECHANISM: BOOSTING THE TRANSFORMER ARCHITECTURE FOR LONG-SEQUENCE TIME SERIES FORECASTING
Local Attention: Enhancing the Transformer Architecture for Efficient Time Series Forecasting

2024 International Joint Conference on Neural Networks (IJCNN)

SMALL DATA DEEP LEARNING METHODOLOGY FOR IN-FIELD DISEASE DETECTION
Cyclotomic exponent sequences of numerical semigroups

Discrete Mathematics

Fast sampling of satisfying assignments from random k-SAT with applications to connectivity
THE COMPLEXITY OF APPROXIMATING THE COMPLEX-VALUED ISING MODEL ON BOUNDED DEGREE GRAPHS

SIAM Journal on Discrete Mathematics

The complexity of approximating the complex-valued Potts model

Computational Complexity

Coefficients and higher order derivatives of cyclotomic polynomials: Old and new

Expositiones Mathematicae

Cyclotomic exponent sequences of numerical semigroups
Cyclotomic numerical semigroup polynomials with at most two irreducible factors

Semigroup Forum

Cyclotomic numerical semigroup polynomials with at most two irreducible factors
The complexity of approximating the complex-valued Ising model on bounded degree graphs
Isolated factorizations and their applications in simplicial affine semigroups

Journal of Algebra and its Applications

The complexity of approximating the complex-valued Potts model
The complexity of approximating the complex-valued potts model

Leibniz International Proceedings in Informatics, LIPIcs

Coefficients and higher order derivatives of cyclotomic polynomials: Old and new
Cyclotomic polynomials at roots of unity

Acta Arithmetica

Isolated factorizations and their applications in simplicial affine semigroups
A snapshot of image Pre-Processing for convolutional neural networks: Case study of MNIST

International Journal of Computational Intelligence Systems

Genetic and memetic algorithm with diversity equilibrium based on greedy diversification