publications

Publications by categories in reversed chronological order.

2025

  1. FSE
    An Adaptive Language-Agnostic Pruning Method for Greener Language Models for Code
    Mootez Saad, José Antonio Hernández López, Boqi Chen, and 2 more authors
    Proceedings of the ACM on Software Engineering, 2025
  2. arXiv
    SENAI: Towards Software Engineering Native Generative Artificial Intelligence
    Mootez Saad, José Antonio Hernández López, Boqi Chen, and 3 more authors
    arXiv preprint arXiv:2503.15282, 2025

2024

  1. SCP
    ModelSet: A labelled dataset of software models for machine learning
    José Antonio Hernández López, Javier Luis Cánovas Izquierdo, and Jesús Sánchez Cuadrado
    Science of Computer Programming, 2024
  2. TSE
    On inter-dataset code duplication and data leakage in large language models
    José Antonio Hernández López, Boqi Chen, Mootez Saad, and 2 more authors
    IEEE Transactions on Software Engineering, 2024
  3. MODELS
    ModelMate: A recommender for textual modeling languages based on pre-trained language models
    Carlos Durá Costa, José Antonio Hernández López, and Jesús Sánchez Cuadrado
    In Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024
  4. SoSyM
    ModelXGlue: a benchmarking framework for ML tools in MDE
    José Antonio Hernández López, Jesús Sánchez Cuadrado, Riccardo Rubei, and 1 more author
    Software and Systems Modeling, 2024
  5. FSE-NIER
    Using Run-Time Information to Enhance Static Analysis of Machine Learning Code in Notebooks
    Yiran Wang, José Antonio Hernández López, Ulf Nilsson, and 1 more author
    In Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024
  6. MODELS
    Text2vql: teaching a model query language to open-source language models with ChatGPT
    José Antonio Hernandez López, Máté Földiák, and Dániel Varró
    In Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024
  7. ICSE
    The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages
    Boqi Chen, José Antonio Hernández López, Gunter Mussbacher, and 1 more author
    2024
  8. TSE
    Why do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks
    Yiran Wang, Willem Meijer, José Antonio Hernández López, and 2 more authors
    IEEE Transactions on Software Engineering, 2024
  9. SoSyM
    Experimenting with modeling-specific word embeddings
    José Antonio Hernández López, Carlos Dura, and Jesús Sánchez Cuadrado
    Software and Systems Modeling, 2024

2023

  1. MODELS
    Word embeddings for model-driven engineering
    José Antonio Hernández López, Carlos Durá, and Jesús Sánchez Cuadrado
    In 2023 ACM/IEEE 26th International Conference on Model Driven Engineering Languages and Systems (MODELS), 2023
  2. JENUI
    Un recomendador para ayudar en la evaluación de la participación en foros de aulas virtuales
    Javier Luis Cánovas Izquierdo, José Antonio Hernández López, Jesús Sánchez Cuadrado, and 1 more author
    2023
  3. MODELS
    Automated domain modeling with large language models: A comparative study
    Kua Chen, Yujing Yang, Boqi Chen, and 3 more authors
    In 2023 ACM/IEEE 26th International Conference on Model Driven Engineering Languages and Systems (MODELS), 2023

2022

  1. SoSyM
    ModelSet: a dataset for machine learning in model-driven engineering
    José Antonio Hernández López, Javier Luis Canovas Izquierdo, and Jesús Sánchez Cuadrado
    Software and Systems Modeling, 2022
  2. SoSyM
    An efficient and scalable search engine for models
    José Antonio Hernández López and Jesús Sánchez Cuadrado
    Software and Systems Modeling, 2022
  3. TSE
    Generating structurally realistic models with deep autoregressive networks
    José Antonio Hernández López and Jesús Sánchez Cuadrado
    IEEE Transactions on Software Engineering, 2022
  4. ASE
    AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models
    José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, and 1 more author
    In Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
  5. MODELS
    Machine learning methods for model classification: a comparative study
    José Antonio Hernández López, Riccardo Rubei, Jesús Sánchez Cuadrado, and 1 more author
    In Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems, 2022
  6. MODELS-comp
    Using the modelset dataset to support machine learning in model-driven engineering
    José Antonio Hernández López, Javier Luis Cánovas Izquierdo, and Jesús Sánchez Cuadrado
    In Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 2022

2021

  1. MODELS
    Towards the characterization of realistic model generators using graph neural networks
    José Antonio Hernández López and Jesús Sánchez Cuadrado
    In 2021 ACM/IEEE 24th International Conference on Model Driven Engineering Languages and Systems (MODELS), 2021

2020

  1. MODELS
    MAR: a structure-based search engine for models
    José Antonio Hernández López and Jesús Sánchez Cuadrado
    In Proceedings of the 23rd ACM/IEEE international conference on model driven engineering languages and systems, 2020