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Luca Buratti
Luca Buratti
Research Software Engineer
Verified email at ibm.com
Title
Cited by
Cited by
Year
Codenet: A large-scale ai for code dataset for learning a diversity of coding tasks
R Puri, DS Kung, G Janssen, W Zhang, G Domeniconi, V Zolotov, J Dolby, ...
arXiv preprint arXiv:2105.12655, 2021
4602021
D2a: A dataset built for ai-based vulnerability detection methods using differential analysis
Y Zheng, S Pujar, B Lewis, L Buratti, E Epstein, B Yang, J Laredo, ...
2021 IEEE/ACM 43rd International Conference on Software Engineering …, 2021
2212021
Exploring Software Naturalness through Neural Language Models
L Buratti, S Pujar, M Bornea, S McCarley, Y Zheng, G Rossiello, A Morari, ...
arXiv preprint arXiv:2006.12641, 2020
1282020
Automated code generation for information technology tasks in yaml through large language models
S Pujar, L Buratti, X Guo, N Dupuis, B Lewis, S Suneja, A Sood, ...
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-4, 2023
792023
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
Y Ding, L Buratti, S Pujar, A Morari, B Ray, S Chakraborty
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
66*2022
Beyond accuracy: Evaluating self-consistency of code llms
MJ Min, Y Ding, L Buratti, S Pujar, G Kaiser, S Jana, B Ray
The Twelfth International Conference on Learning Representations, 2023
38*2023
Qiskit code assistant: Training llms for generating quantum computing code
N Dupuis, L Buratti, S Vishwakarma, AV Forrat, D Kremer, I Faro, R Puri, ...
2024 IEEE LLM Aided Design Workshop (LAD), 1-4, 2024
282024
Concord: Clone-aware contrastive learning for source code
Y Ding, S Chakraborty, L Buratti, S Pujar, A Morari, G Kaiser, B Ray
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software …, 2023
182023
Qiskit humaneval: An evaluation benchmark for quantum code generative models
S Vishwakarma, F Harkins, S Golecha, VS Bajpe, N Dupuis, L Buratti, ...
2024 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2024
162024
Analyzing source code vulnerabilities in the D2A dataset with ML ensembles and C-BERT
S Pujar, Y Zheng, L Buratti, B Lewis, Y Chen, J Laredo, A Morari, ...
Empirical Software Engineering 29 (2), 48, 2024
142024
Vulnerability analysis using contextual embeddings
S Pujar, L Buratti, A Morari, JA Laredo, AM Gliozzo, G Rossiello
US Patent App. 16/917,962, 2022
102022
Ansible lightspeed: A code generation service for it automation
P Sahoo, S Pujar, G Nalawade, R Genhardt, L Mandel, L Buratti
Proceedings of the 39th IEEE/ACM International Conference on Automated …, 2024
92024
Building pre-trained contextual embeddings for programming languages using specialized vocabulary
S Pujar, L Buratti, A Morari, JA Laredo, AM Gliozzo, G Rossiello
US Patent 11,429,352, 2022
92022
Learning transfers over several programming languages
R Baltaji, S Pujar, L Mandel, M Hirzel, L Buratti, L Varshney
arXiv preprint arXiv:2310.16937, 2023
82023
On Adam trained models and a parallel method to improve the generalization performance
G Cong, L Buratti
2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC), 85-94, 2018
82018
SeaView: Software engineering agent visual interface for enhanced workflow
T Bula, S Pujar, L Buratti, M Bornea, A Sil
arXiv preprint arXiv:2504.08696, 2025
62025
Understanding Software Engineering Agents Through the Lens of Traceability: An Empirical Study
I Ceka, S Pujar, S Ramji, L Buratti, G Kaiser, B Ray
arXiv preprint arXiv:2506.08311, 2025
42025
Varangian: a git bot for augmented static analysis
S Pujar, Y Zheng, L Buratti, B Lewis, A Morari, J Laredo, K Postlethwait, ...
Proceedings of the 19th International Conference on Mining Software …, 2022
32022
Contextual embeddings for improving static analyzer output
S Pujar, L Buratti, A Morari, JA Laredo, MA BORNEA, JS McCarley, ...
US Patent 11,765,193, 2023
22023
Cross-lingual Transfer in Programming Languages: An Extensive Empirical Study
R Baltaji, S Pujar, M Hirzel, L Mandel, L Buratti, LR Varshney
Transactions on Machine Learning Research, 0
1
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