José Antonio Hernández López

37 papers A* 2A 8B 1Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Runtime-Augmented LLMs for Crash Detection and Diagnosis in ML Notebooks.
CoRR
Yiran Wang, José Antonio Hernández López, Ulf Nilsson, Dániel Varró
2026 J jnl
Syntactic multilingual probing of pre-trained language models of code.
J. Syst. Softw.
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
2025 J jnl
An Adaptive Language-Agnostic Pruning Method for Greener Language Models for Code.
Proc. ACM Softw. Eng.
Mootez Saad, José Antonio Hernández López, Boqi Chen, Dániel Varró, Tushar Sharma
2025 J jnl
Experimenting with modeling-specific word embeddings.
Softw. Syst. Model.
José Antonio Hernández López, Carlos Durá, Jesús Sánchez Cuadrado
2025 B conf
Generative AI in Simulation-Based Test Environments for Large-Scale Cyber-Physical Systems: An Industrial Study.
PROFES
Masoud Sadrnezhaad, José Antonio Hernández López, Torvald Mårtensson, Dániel Varró
2025 J jnl
Generative AI in Simulation-Based Test Environments for Large-Scale Cyber-Physical Systems: An Industrial Study.
CoRR
Masoud Sadrnezhaad, José Antonio Hernández López, Torvald Mårtensson, Dániel Varró
2025 J jnl
Hierarchical Evaluation of Software Design Capabilities of Large Language Models of Code.
CoRR
Mootez Saad, Boqi Chen, José Antonio Hernández López, Dániel Varró, Tushar Sharma
2025 — ed.
Joint Proceedings of the STAF 2025 Workshops: OCL, OOPSLE, LLM4SE, ICMM, AgileMDE, AI4DPS, and TTC co-located with the International Conference on Software Technologies: Applications and Foundations (STAF 2025), Koblenz, Germany, June 10-13, 2025.
STAF Workshops
Amir Shayan Ahmadian, Ralf Lämmel, Sobhan Yassipour Tehrani, Iván Alfonso, Shekoufeh Kolahdouz Rahimi, Arne Lange, Thomas Weber, Colin Atkinson, Uwe Aßmann, Antonio Cicchetti, José Antonio Hernández López, Riccardo Rubei, Robert Clarisó, Lars Hamann, Mikhail Barash, Vadim Zaytsev, Andreas Schmitz, Friedrich Steimann, Maria Wimmer, Sandra Greiner, Georg Hinkel, Théo Le Calvar
2025 J jnl
JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks.
CoRR
Yiran Wang, José Antonio Hernández López, Ulf Nilsson, Dániel Varró
2025 J jnl
ModelXGlue: a benchmarking framework for ML tools in MDE.
Softw. Syst. Model.
José Antonio Hernández López, Jesús Sánchez Cuadrado, Riccardo Rubei, Davide Di Ruscio
2025 J jnl
On Inter-Dataset Code Duplication and Data Leakage in Large Language Models.
IEEE Trans. Software Eng.
José Antonio Hernández López, Boqi Chen, Mootez Saad, Tushar Sharma, Dániel Varró
2025 J jnl
SENAI: Towards Software Engineering Native Generative Artificial Intelligence.
CoRR
Mootez Saad, José Antonio Hernández López, Boqi Chen, Neil A. Ernst, Dániel Varró, Tushar Sharma
2025 A conf
SHERPA: A Model-Driven Framework for Large Language Model Execution.
MODELS
Boqi Chen, Kua Chene, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró, Amir Feizpour
2025 J jnl
SHERPA: A Model-Driven Framework for Large Language Model Execution.
CoRR
Boqi Chen, Kua Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró, Amir Feizpour
2025 A* conf
The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages.
ICSE
Boqi Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró
2025 J jnl
Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks.
IEEE Trans. Software Eng.
Yiran Wang, Willem Meijer, José Antonio Hernández López, Ulf Nilsson, Dániel Varró
2024 J jnl
ALPINE: An adaptive language-agnostic pruning method for language models for code.
CoRR
Mootez Saad, José Antonio Hernández López, Boqi Chen, Dániel Varró, Tushar Sharma
2024 A conf
ModelMate: A recommender for textual modeling languages based on pre-trained language models.
MODELS
Carlos Durá, José Antonio Hernández López, Jesús Sánchez Cuadrado
2024 J jnl
ModelSet: A labelled dataset of software models for machine learning.
Sci. Comput. Program.
José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado
2024 J jnl
On Inter-dataset Code Duplication and Data Leakage in Large Language Models.
CoRR
José Antonio Hernández López, Boqi Chen, Tushar Sharma, Dániel Varró
2024 — ed.
Proceedings of the STAF 2024 Workshops: AgileMDE 2024, LLM4MDE 2024, and MeSS 2024 co-located with the International Conference on Software Technologies: Applications and Foundations (STAF 2024) Enschede, The Netherlands, July 8-11, 2024.
STAF Workshops
Hessa Alfraihi, Francesco Basciani, Georgiana Caltais, Nicolas Ferry, José Antonio Hernández López, Ludovico Iovino, Robbert Jongeling, Stefan Klikovits, Shekoufeh Kolahdouz Rahimi, Riccardo Rubei, Sobhan Yassipour Tehrani, Javier Troya, Mairieli Wessel, Vadim Zaytsev
2024 A conf
Text2VQL: Teaching a Model Query Language to Open-Source Language Models with ChatGPT.
MODELS
José Antonio Hernández López, Máté Földiák, Dániel Varró
2024 J jnl
The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages.
CoRR
Boqi Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró
2024 — conf
Using Run-Time Information to Enhance Static Analysis of Machine Learning Code in Notebooks.
SIGSOFT FSE Companion
Yiran Wang, José Antonio Hernández López, Ulf Nilsson, Dániel Varró
2024 J jnl
Why do Machine Learning Notebooks Crash?
CoRR
Yiran Wang, Willem Meijer, José Antonio Hernández López, Ulf Nilsson, Dániel Varró
2023 A conf
Automated Domain Modeling with Large Language Models: A Comparative Study.
MODELS
Kua Chen, Yujing Yang, Boqi Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró
2023 J jnl
Generating Structurally Realistic Models With Deep Autoregressive Networks.
IEEE Trans. Software Eng.
José Antonio Hernández López, Jesús Sánchez Cuadrado
2023 A conf
Word Embeddings for Model-Driven Engineering.
MODELS
José Antonio Hernández López, Carlos Durá, Jesús Sánchez Cuadrado
2022 A* conf
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models.
ASE
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
2022 J jnl
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models.
CoRR
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
2022 J jnl
An efficient and scalable search engine for models.
Softw. Syst. Model.
José Antonio Hernández López, Jesús Sánchez Cuadrado
2022 A conf
Machine learning methods for model classification: a comparative study.
MoDELS
José Antonio Hernández López, Riccardo Rubei, Jesús Sánchez Cuadrado, Davide Di Ruscio
2022 J jnl
ModelSet: a dataset for machine learning in model-driven engineering.
Softw. Syst. Model.
José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado
2022 — conf
Using the ModelSet dataset to support machine learning in model-driven engineering.
MoDELS (Companion)
José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado
2021 A conf
Towards the Characterization of Realistic Model Generators using Graph Neural Networks.
MoDELS
José Antonio Hernández López, Jesús Sánchez Cuadrado
2020 J jnl
MAR: A structure-based search engine for models.
CoRR
José Antonio Hernández López, Jesús Sánchez Cuadrado
2020 A conf
MAR: a structure-based search engine for models.
MoDELS
José Antonio Hernández López, Jesús Sánchez Cuadrado