research

publications

2026

  1. Recursive Scaling in Masked Diffusion Models
    Alba Carballo-Castro, Julianna Piskorz, Paulius Rauba, Mihaela van der Schaar, and 1 more author
    ICML Workshop on Foundations of Deep Generative Models (FoGen), 2026
    arXiv PDF
  2. Fixed-Point Masked Generative Modeling
    Andrea Miele, Yiming Qin, Alba Carballo-Castro, Justin Deschenaux, and 1 more author
    Advances in Neural Information Processing Systems (NeurIPS), 2026
    arXiv PDF
  3. Efficient Edge-aware Attention Network for Graph Generation
    Vincent Jung*, Alba Carballo-Castro*, Yiming Qin*, Lonneke van der Plas, and 1 more author
    ICML Workshop on Graph Foundation Models (GFM), 2026
    PDF
  4. Generating Directed Graphs with Dual Attention and Asymmetric Encoding
    Alba Carballo-Castro, Manuel Madeira, Yiming Qin, Dorina Thanou, and 1 more author
    International Conference on Learning Representations (ICLR), 2026
    arXiv PDF Website
  5. Balancing Symmetry and Efficiency in Graph Flow Matching
    Benjamin Honoré, Alba Carballo-Castro, Yiming Qin, and Pascal Frossard
    ICLR Workshop on Deep Generative Model in Machine Learning (DeLTa), 2026
    arXiv PDF

2024

  1. Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks
    Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, and Julia E. Vogt
    NeurIPS Workshop on Interpretable AI, 2024
    Oral arXiv PDF

2022

  1. Phase transitions in a simple model of focal stroke imitate recovery and suggest neurorehabilitation strategies
    Alba Carballo-Castro, and Luis F. Seoane
    bioRxiv, 2022
    DOI PDF
  2. Explainability and Causality in Machine Learning through Shapley Values
    Alba Carballo-Castro
    Bachelor’s Thesis, University of Seville, 2022
    PDF

2019

  1. Christine Ladd-Franklin, un referente a conocer
    Alba Carballo-Castro, and Juan Núñez Valdés
    In "Nuevos debates para la comunicación y la filosofía", Chapter IV, p. 61-80, 2019
    PDF

2018

  1. Olga Taussky-Todd. Matemática en un siglo de hombres
    Juan Núñez Valdés, and Alba Carballo-Castro
    Investigación y género. Reflexiones desde la investigación para avanzar en igualdad : VII Congreso Universitario Internacional Investigación y Género, 2018
    PDF

talks

2026

  1. Connecting Looped Models and Masked Diffusion Models
    Discrete Diffusion Reading Group, Sep 07, 2026
    Video
  2. DIRECTO: Generating Directed Graphs with Dual Attention and Asymmetric Encoding
    Topics on Graph Representation Learning, University of Cambridge, May 13, 2026
    Event