David Nader-Palacio

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Transfer Learning

String Matching

Manifold Alignment

Top Venues

IEEE Trans. Software Eng.

GECCO (Companion)

ACM Trans. Softw. Eng. Methodol.

Publications

David Nader-Palacio, Alejandro Velasco, Nathan Cooper, Alvaro Rodriguez, Kevin Moran, Denys Poshyvanyk
Toward a Theory of Causation for Interpreting Neural Code Models. IEEE Trans. Software Eng. 50 (5) (2024)
Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Using Transfer Learning for Code-Related Tasks. IEEE Trans. Software Eng. 49 (4) (2023)
Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research. ACM Trans. Softw. Eng. Methodol. 31 (2) (2022)
Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Using Transfer Learning for Code-Related Tasks. CoRR (2022)
Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks. CoRR (2021)
Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks. ICSE (2021)
Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research. CoRR (2020)
David Nader-Palacio, Daniel Rodríguez-Cárdenas, Jonatan Gómez
Assessing single-objective performance convergence and time complexity for refactoring detection. GECCO (Companion) (2018)