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Luca Buratti
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 14
Top Topics
Source Code
Information Technology
Document Ranking
Static Analysis
Top Venues
CoRR
ACL (1)
MSR
ISSTA
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Publications
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Saurabh Pujar
,
Luca Buratti
,
Xiaojie Guo
,
Nicolas Dupuis
,
Burn L. Lewis
,
Sahil Suneja
,
Atin Sood
,
Ganesh Nalawade
,
Matthew Jones
,
Alessandro Morari
,
Ruchir Puri
Automated Code generation for Information Technology Tasks in YAML through Large Language Models.
CoRR
(2023)
Marcus J. Min
,
Yangruibo Ding
,
Luca Buratti
,
Saurabh Pujar
,
Gail E. Kaiser
,
Suman Jana
,
Baishakhi Ray
Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain.
CoRR
(2023)
Razan Baltaji
,
Saurabh Pujar
,
Louis Mandel
,
Martin Hirzel
,
Luca Buratti
,
Lav R. Varshney
Learning Transfers over Several Programming Languages.
CoRR
(2023)
Yangruibo Ding
,
Saikat Chakraborty
,
Luca Buratti
,
Saurabh Pujar
,
Alessandro Morari
,
Gail E. Kaiser
,
Baishakhi Ray
CONCORD: Clone-Aware Contrastive Learning for Source Code.
ISSTA
(2023)
Yangruibo Ding
,
Saikat Chakraborty
,
Luca Buratti
,
Saurabh Pujar
,
Alessandro Morari
,
Gail E. Kaiser
,
Baishakhi Ray
CONCORD: Clone-aware Contrastive Learning for Source Code.
CoRR
(2023)
Saurabh Pujar
,
Luca Buratti
,
Xiaojie Guo
,
Nicolas Dupuis
,
Burn L. Lewis
,
Sahil Suneja
,
Atin Sood
,
Ganesh Nalawade
,
Matthew Jones
,
Alessandro Morari
,
Ruchir Puri
Invited: Automated Code generation for Information Technology Tasks in YAML through Large Language Models.
DAC
(2023)
Saurabh Pujar
,
Yunhui Zheng
,
Luca Buratti
,
Burn L. Lewis
,
Alessandro Morari
,
Jim Laredo
,
Kevin Postlethwait
,
Christoph Görn
Varangian: A Git Bot for Augmented Static Analysis.
MSR
(2022)
Yangruibo Ding
,
Luca Buratti
,
Saurabh Pujar
,
Alessandro Morari
,
Baishakhi Ray
,
Saikat Chakraborty
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts.
ACL (1)
(2022)
Yunhui Zheng
,
Saurabh Pujar
,
Burn L. Lewis
,
Luca Buratti
,
Edward A. Epstein
,
Bo Yang
,
Jim Laredo
,
Alessandro Morari
,
Zhong Su
D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis.
CoRR
(2021)
Yangruibo Ding
,
Luca Buratti
,
Saurabh Pujar
,
Alessandro Morari
,
Baishakhi Ray
,
Saikat Chakraborty
Contrastive Learning for Source Code with Structural and Functional Properties.
CoRR
(2021)
Ruchir Puri
,
David S. Kung
,
Geert Janssen
,
Wei Zhang
,
Giacomo Domeniconi
,
Vladimir Zolotov
,
Julian Dolby
,
Jie Chen
,
Mihir R. Choudhury
,
Lindsey Decker
,
Veronika Thost
,
Luca Buratti
,
Saurabh Pujar
,
Shyam Ramji
,
Ulrich Finkler
,
Susan Malaika
,
Frederick Reiss
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.
NeurIPS Datasets and Benchmarks
(2021)
Ruchir Puri
,
David S. Kung
,
Geert Janssen
,
Wei Zhang
,
Giacomo Domeniconi
,
Vladimir Zolotov
,
Julian Dolby
,
Jie Chen
,
Mihir R. Choudhury
,
Lindsey Decker
,
Veronika Thost
,
Luca Buratti
,
Saurabh Pujar
,
Ulrich Finkler
Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.
CoRR
(2021)
Yunhui Zheng
,
Saurabh Pujar
,
Burn L. Lewis
,
Luca Buratti
,
Edward A. Epstein
,
Bo Yang
,
Jim Laredo
,
Alessandro Morari
,
Zhong Su
D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis.
ICSE (SEIP)
(2021)
Luca Buratti
,
Saurabh Pujar
,
Mihaela A. Bornea
,
J. Scott McCarley
,
Yunhui Zheng
,
Gaetano Rossiello
,
Alessandro Morari
,
Jim Laredo
,
Veronika Thost
,
Yufan Zhuang
,
Giacomo Domeniconi
Exploring Software Naturalness through Neural Language Models.
CoRR
(2020)