José Antonio Hernández López

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Machine Learning

Top Venues

Softw. Syst. Model.

Publications

José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado
ModelSet: A labelled dataset of software models for machine learning. Sci. Comput. Program. 231 (2024)
Yiran Wang, José Antonio Hernández López, Ulf Nilsson, Dániel Varró
Using Run-Time Information to Enhance Static Analysis of Machine Learning Code in Notebooks. SIGSOFT FSE Companion (2024)
Mootez Saad, José Antonio Hernández López, Boqi Chen, Dániel Varró, Tushar Sharma
ALPINE: An adaptive language-agnostic pruning method for language models for code. CoRR (2024)
José Antonio Hernández López, Boqi Chen, Tushar Sharma, Dániel Varró
On Inter-dataset Code Duplication and Data Leakage in Large Language Models. CoRR (2024)
José Antonio Hernández López, Jesús Sánchez Cuadrado
Generating Structurally Realistic Models With Deep Autoregressive Networks. IEEE Trans. Software Eng. 49 (4) (2023)
José Antonio Hernández López, Carlos Durá, Jesús Sánchez Cuadrado
Word Embeddings for Model-Driven Engineering. MODELS (2023)
Kua Chen, Yujing Yang, Boqi Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró
Automated Domain Modeling with Large Language Models: A Comparative Study. MODELS (2023)
José Antonio Hernández López, Riccardo Rubei, Jesús Sánchez Cuadrado, Davide Di Ruscio
Machine learning methods for model classification: a comparative study. MoDELS (2022)
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models. ASE (2022)
José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado
ModelSet: a dataset for machine learning in model-driven engineering. Softw. Syst. Model. 21 (3) (2022)
José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado
Using the ModelSet dataset to support machine learning in model-driven engineering. MoDELS (Companion) (2022)
José Antonio Hernández López, Jesús Sánchez Cuadrado
An efficient and scalable search engine for models. Softw. Syst. Model. 21 (5) (2022)
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models. CoRR (2022)
José Antonio Hernández López, Jesús Sánchez Cuadrado
Towards the Characterization of Realistic Model Generators using Graph Neural Networks. MoDELS (2021)
José Antonio Hernández López, Jesús Sánchez Cuadrado
MAR: A structure-based search engine for models. CoRR (2020)
José Antonio Hernández López, Jesús Sánchez Cuadrado
MAR: a structure-based search engine for models. MoDELS (2020)