Daniel Rodríguez-Cárdenas

22 papers A 3Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Detecting and Correcting Hallucinations in LLM-Generated Code via Deterministic AST Analysis.
CoRR
Dipin Khati, Daniel Rodríguez-Cárdenas, Paul Pantzer, Denys Poshyvanyk
2026 J jnl
Towards Comprehensive Benchmarking Infrastructure for LLMs In Software Engineering.
CoRR
Daniel Rodríguez-Cárdenas, Xiaochang Li, Marcos Macedo, Antonio Mastropaolo, Dipin Khati, Yuan Tian, Huajie Shao, Denys Poshyvanyk
2026 J jnl
Tricky
CoRR
Cole Granger, Dipin Khati, Daniel Rodríguez-Cárdenas, Denys Poshyvanyk
2025 J jnl
A Causal Perspective on Measuring, Explaining and Mitigating Smells in LLM-Generated Code.
CoRR
Alejandro Velasco, Daniel Rodríguez-Cárdenas, Dipin Khati, David N. Palacio, Luftar Rahman Alif, Denys Poshyvanyk
2025 — conf
How Propense Are Large Language Models at Producing Code Smells? A Benchmarking Study.
NIER@ICSE
Alejandro Velasco, Daniel Rodríguez-Cárdenas, Luftar Rahman Alif, David N. Palacio, Denys Poshyvanyk
2025 J jnl
On Explaining (Large) Language Models For Code Using Global Code-Based Explanations.
CoRR
David N. Palacio, Dipin Khati, Daniel Rodríguez-Cárdenas, Alejandro Velasco, Denys Poshyvanyk
2025 A conf
SnipGen: A Mining Repository Framework for Evaluating LLMs for Code.
MSR
Daniel Rodríguez-Cárdenas, Alejandro Velasco, Denys Poshyvanyk
2025 J jnl
SnipGen: A Mining Repository Framework for Evaluating LLMs for Code.
CoRR
Daniel Rodríguez-Cárdenas, Alejandro Velasco, Denys Poshyvanyk
2025 A conf
Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms.
ICST
Daniel Rodríguez-Cárdenas, Safwat Ali Khan, Prianka Mandal, Adwait Nadkarni, Kevin Moran, Denys Poshyvanyk
2025 J jnl
Testing Practices, Challenges, and Developer Perspectives in Open-Source IoT Platforms.
CoRR
Daniel Rodríguez-Cárdenas, Safwat Ali Khan, Prianka Mandal, Adwait Nadkarni, Kevin Moran, Denys Poshyvanyk
2024 — conf
Beyond Accuracy and Robustness Metrics for Large Language Models for Code.
ICSE Companion
Daniel Rodríguez-Cárdenas
2024 J jnl
How Propense Are Large Language Models at Producing Code Smells? A Benchmarking Study.
CoRR
Alejandro Velasco, Daniel Rodríguez-Cárdenas, David N. Palacio, Luftar Rahman Alif, Denys Poshyvanyk
2024 J jnl
Measuring Emergent Capabilities of LLMs for Software Engineering: How Far Are We?
CoRR
Conor O'Brien, Daniel Rodríguez-Cárdenas, Alejandro Velasco, David N. Palacio, Denys Poshyvanyk
2024 J jnl
On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory.
CoRR
David N. Palacio, Daniel Rodríguez-Cárdenas, Denys Poshyvanyk, Kevin Moran
2024 J jnl
Towards More Trustworthy and Interpretable LLMs for Code through Syntax-Grounded Explanations.
CoRR
David N. Palacio, Daniel Rodríguez-Cárdenas, Alejandro Velasco, Dipin Khati, Kevin Moran, Denys Poshyvanyk
2024 — conf
Which Syntactic Capabilities Are Statistically Learned by Masked Language Models for Code?
NIER@ICSE
Alejandro Velasco, David N. Palacio, Daniel Rodríguez-Cárdenas, Denys Poshyvanyk
2024 J jnl
Which Syntactic Capabilities Are Statistically Learned by Masked Language Models for Code?
CoRR
Alejandro Velasco, David N. Palacio, Daniel Rodríguez-Cárdenas, Denys Poshyvanyk
2023 A conf
Benchmarking Causal Study to Interpret Large Language Models for Source Code.
ICSME
Daniel Rodríguez-Cárdenas, David N. Palacio, Dipin Khati, Henry Burke, Denys Poshyvanyk
2023 J jnl
Benchmarking Causal Study to Interpret Large Language Models for Source Code.
CoRR
Daniel Rodríguez-Cárdenas, David N. Palacio, Dipin Khati, Henry Burke, Denys Poshyvanyk
2023 J jnl
Evaluating and Explaining Large Language Models for Code Using Syntactic Structures.
CoRR
David N. Palacio, Alejandro Velasco, Daniel Rodríguez-Cárdenas, Kevin Moran, Denys Poshyvanyk
2018 J jnl
A model of cultural transmission by direct instruction: An exercise on replication and extension.
Cogn. Syst. Res.
David Anzola, Daniel Rodríguez-Cárdenas
2018 — conf
Assessing single-objective performance convergence and time complexity for refactoring detection.
GECCO (Companion)
David Nader-Palacio, Daniel Rodríguez-Cárdenas, Jonatan Gómez