Publications (145) FRANCISCO JAVIER ESCOLANO RUIZ publications

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2026

  1. AG-GNN: Adaptive gating mechanism for robust node classification in graph neural networks

    Information Sciences, Vol. 726

  2. Multi-Hop Pooling: Leveraging Transition Matrices for Hierarchical Graph Representation Learning

    Lecture Notes in Computer Science

  3. Node Representation Diversity via Entropy Maximization in Graph Neural Networks

    Lecture Notes in Computer Science

2025

  1. Community-Hop: Enhancing Node Classification Through Community Preference

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

  2. Edge-Centric Embeddings of Digraphs: Properties and Stability Under Sparsification

    Entropy, Vol. 27, Núm. 3

  3. Eigenvector Distance-Modulated Graph Neural Network: Spectral Weighting for Enhanced Node Classification

    Mathematics, Vol. 13, Núm. 17

  4. Entropy-Guided Graph Clustering via Rényi Optimization

    Lecture Notes in Computer Science

  5. Learnable Diffusion Distances for Link Prediction

    IEEE Access, Vol. 13, pp. 132366-132384

  6. Node classification in the heterophilic regime via diffusion-jump GNNs

    Neural Networks, Vol. 181

2024

  1. HEX-GNN: Hierarchical EXpanders for Node Classification

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

2023

  1. Predicting COVID-19 pandemic waves including vaccination data with deep learning

    Frontiers in Public Health, Vol. 11

2022

  1. Algorithmic Censorship of Art: A Proposed Research Agenda

    Proceedings of the 13th International Conference on Computational Creativity, ICCC 2022

  2. Cambio de metodología para mejorar la enseñanza-aprendizaje de Matemáticas 2

    Memorias del Programa de Redes de investigación en docencia universitaria: Convocatoria 2021-22 (Instituto de Ciencias de la Educación), pp. 1351-1367

  3. DiffWire: Inductive Graph Rewiring via the Lovász Bound

    Proceedings of Machine Learning Research

  4. Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract)

    IJCAI International Joint Conference on Artificial Intelligence

  5. OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters

    Advances in Neural Information Processing Systems

2021

  1. Análisis de la transición de clases presenciales a modalidad online

    Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria: Convocatoria 2020-21 (Instituto de Ciencias de la Educación), pp. 2475-2483

  2. Network embedding from the line graph: Random walkers and boosted classification

    Pattern Recognition Letters, Vol. 143, pp. 36-42

  3. Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge

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

  4. The Entropy of Graph Embeddings: A Proxy of Potential Mobility in Covid19 Outbreaks

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