Premkumar T. Devanbu

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 58

Top Venues

Publications

Islem Bouzenia, Premkumar T. Devanbu, Michael Pradel
RepairAgent: An Autonomous, LLM-Based Agent for Program Repair. CoRR (2024)
Toufique Ahmed, Kunal Suresh Pai, Premkumar T. Devanbu, Earl T. Barr
Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization). ICSE (2024)
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Premkumar T. Devanbu, Mohammad Amin Alipour
Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy. CoRR (2024)
Toufique Ahmed, Christian Bird, Premkumar T. Devanbu, Saikat Chakraborty
Studying LLM Performance on Closed- and Open-source Data. CoRR (2024)
Zhou Yang, Zhensu Sun, Terry Yue Zhuo, Premkumar T. Devanbu, David Lo
Robustness, Security, Privacy, Explainability, Efficiency, and Usability of Large Language Models for Code. CoRR (2024)
Yuvraj Virk, Premkumar T. Devanbu, Toufique Ahmed
Enhancing Trust in LLM-Generated Code Summaries with Calibrated Confidence Scores. CoRR (2024)
Kevin Jesse, Toufique Ahmed, Premkumar T. Devanbu, Emily Morgan
Large Language Models and Simple, Stupid Bugs. MSR (2023)
Toufique Ahmed, Kunal Suresh Pai, Premkumar T. Devanbu, Earl T. Barr
Improving Few-Shot Prompts with Relevant Static Analysis Products. CoRR (2023)
Toufique Ahmed, Premkumar T. Devanbu
Better Patching Using LLM Prompting, via Self-Consistency. ASE (2023)
Kevin Jesse, Toufique Ahmed, Premkumar T. Devanbu, Emily Morgan
Large Language Models and Simple, Stupid Bugs. CoRR (2023)
Toufique Ahmed, Noah Rose Ledesma, Premkumar T. Devanbu
SynShine: Improved Fixing of Syntax Errors. IEEE Trans. Software Eng. 49 (4) (2023)
Toufique Ahmed, Premkumar T. Devanbu
Majority Rule: better patching via Self-Consistency. CoRR (2023)
Kevin Jesse, Premkumar T. Devanbu, Anand Ashok Sawant
Learning to Predict User-Defined Types. IEEE Trans. Software Eng. 49 (4) (2023)
Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Premkumar T. Devanbu, Arie van Deursen
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binarie. SANER (2023)
Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Premkumar T. Devanbu, Arie van Deursen
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries. CoRR (2023)
Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar T. Devanbu, Baishakhi Ray
NatGen: Generative pre-training by "Naturalizing" source code. CoRR (2022)
Premkumar T. Devanbu
Naturalness and Artifice of Code: Exploiting the Bi-Modality. ISEC (2022)
Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar T. Devanbu, Baishakhi Ray
NatGen: generative pre-training by "naturalizing" source code. ESEC/SIGSOFT FSE (2022)
Toufique Ahmed, Premkumar T. Devanbu
Multilingual training for Software Engineering. ICSE (2022)
Kevin Jesse, Premkumar T. Devanbu
ManyTypes4TypeScript: A Comprehensive TypeScript Dataset for Sequence-Based Type Inference. MSR (2022)
Toufique Ahmed, Premkumar T. Devanbu
Few-shot training LLMs for project-specific code-summarization. CoRR (2022)
Toufique Ahmed, Premkumar T. Devanbu
Learning code summarization from a small and local dataset. CoRR (2022)
Toufique Ahmed, Premkumar T. Devanbu
Few-shot training LLMs for project-specific code-summarization. ASE (2022)
Toufique Ahmed, Premkumar T. Devanbu, Anand Ashok Sawant
Learning to Find Usages of Library Functions in Optimized Binaries. IEEE Trans. Software Eng. 48 (10) (2022)
Sivani Voruganti, Kevin Jesse, Premkumar T. Devanbu
FlexType: A Plug-and-Play Framework for Type Inference Models. ASE (2022)
Anand Ashok Sawant, Premkumar T. Devanbu
Naturally!: How Breakthroughs in Natural Language Processing Can Dramatically Help Developers. IEEE Softw. 38 (5) (2021)
Kevin Jesse, Premkumar T. Devanbu, Toufique Ahmed
Learning type annotation: is big data enough? ESEC/SIGSOFT FSE (2021)
Toufique Ahmed, Premkumar T. Devanbu, Anand Ashok Sawant
Finding Inlined Functions in Optimized Binaries. CoRR (2021)
Toufique Ahmed, Premkumar T. Devanbu
Multilingual training for Software Engineering. CoRR (2021)
Daryl Posnett, Abram Hindle, Premkumar T. Devanbu
Reflections on: A Simpler Model of Software Readability. ACM SIGSOFT Softw. Eng. Notes 46 (3) (2021)
Toufique Ahmed, Premkumar T. Devanbu, Vincent J. Hellendoorn
Learning lenient parsing & typing via indirect supervision. Empir. Softw. Eng. 26 (2) (2021)
Toufique Ahmed, Noah Rose Ledesma, Premkumar T. Devanbu
SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics. CoRR (2021)
Yangruibo Ding, Baishakhi Ray, Premkumar T. Devanbu, Vincent J. Hellendoorn
Patching as Translation: the Data and the Metaphor. ASE (2020)
Yangruibo Ding, Baishakhi Ray, Premkumar T. Devanbu, Vincent J. Hellendoorn
Patching as Translation: the Data and the Metaphor. CoRR (2020)
Casey Casalnuovo, Premkumar T. Devanbu, Emily Morgan
Does Language Model Surprisal Measure Code Comprehension? CogSci (2020)
Hongyu Zhai, Casey Casalnuovo, Premkumar T. Devanbu
Test coverage in python programs. MSR (2019)
Vincent J. Hellendoorn, Premkumar T. Devanbu, Oleksandr Polozov, Mark Marron
Are My Invariants Valid? A Learning Approach. CoRR (2019)
Toufique Ahmed, Vincent Hellendoorn, Premkumar T. Devanbu
Learning Lenient Parsing & Typing via Indirect Supervision. CoRR (2019)
David Kavaler, Premkumar T. Devanbu, Vladimir Filkov
Whom are you going to call? determinants of @-mentions in Github discussions. Empir. Softw. Eng. 24 (6) (2019)
David A. Tomassi, Naji Dmeiri, Yichen Wang, Antara Bhowmick, Yen-Chuan Liu, Premkumar T. Devanbu, Bogdan Vasilescu, Cindy Rubio-González
BugSwarm: mining and continuously growing a dataset of reproducible failures and fixes. ICSE (2019)
Naji Dmeiri, David A. Tomassi, Yichen Wang, Antara Bhowmick, Yen-Chuan Liu, Premkumar T. Devanbu, Bogdan Vasilescu, Cindy Rubio-González
BugSwarm: Mining and Continuously Growing a Dataset of Reproducible Failures and Fixes. CoRR (2019)
David Kavaler, Premkumar T. Devanbu, Vladimir Filkov
Whom Are You Going to Call?: Determinants of @-Mentions in GitHub Discussions. CoRR (2018)
Casey Casalnuovo, Kenji Sagae, Premkumar T. Devanbu
Studying the Difference Between Natural and Programming Language Corpora. CoRR (2018)
Miltiadis Allamanis, Earl T. Barr, Christian Bird, Premkumar T. Devanbu, Mark Marron, Charles Sutton
Mining Semantic Loop Idioms. IEEE Trans. Software Eng. 44 (7) (2018)
Premkumar T. Devanbu, Thomas Zimmermann, Christian Bird
Belief and Evidence: How Software Engineers Form Their Opinions. IEEE Softw. 35 (6) (2018)
Miltiadis Allamanis, Earl T. Barr, Premkumar T. Devanbu, Charles Sutton
A Survey of Machine Learning for Big Code and Naturalness. ACM Comput. Surv. 51 (4) (2018)
Vincent J. Hellendoorn, Premkumar T. Devanbu, Mohammad Amin Alipour
On the naturalness of proofs. ESEC/SIGSOFT FSE (2018)
Vincent J. Hellendoorn, Premkumar T. Devanbu
Are deep neural networks the best choice for modeling source code? ESEC/SIGSOFT FSE (2017)
Premkumar T. Devanbu, Pallavi Kudigrama, Cindy Rubio-González, Bogdan Vasilescu
Timezone and time-of-day variance in GitHub teams: an empirical method and study. SWAN@ESEC/SIGSOFT FSE (2017)
Miltiadis Allamanis, Earl T. Barr, Premkumar T. Devanbu, Charles Sutton
A Survey of Machine Learning for Big Code and Naturalness. CoRR (2017)
Baishakhi Ray, Daryl Posnett, Premkumar T. Devanbu, Vladimir Filkov
A large-scale study of programming languages and code quality in GitHub. Commun. ACM 60 (10) (2017)
Bogdan Vasilescu, Casey Casalnuovo, Premkumar T. Devanbu
Recovering clear, natural identifiers from obfuscated JS names. ESEC/SIGSOFT FSE (2017)
Premkumar T. Devanbu, Thomas Zimmermann, Christian Bird
Belief & evidence in empirical software engineering. ICSE (2016)
Yue Yu, Bogdan Vasilescu, Huaimin Wang, Vladimir Filkov, Premkumar T. Devanbu
Initial and Eventual Software Quality Relating to Continuous Integration in GitHub. CoRR (2016)
Baishakhi Ray, Vincent Hellendoorn, Saheel Godhane, Zhaopeng Tu, Alberto Bacchelli, Premkumar T. Devanbu
On the "naturalness" of buggy code. ICSE (2016)
Niraj Kumar, Premkumar T. Devanbu
OntoCat: Automatically categorizing knowledge in API Documentation. CoRR (2016)
Abram Hindle, Earl T. Barr, Mark Gabel, Zhendong Su, Premkumar T. Devanbu
On the naturalness of software. Commun. ACM 59 (5) (2016)
Bogdan Vasilescu, Kelly Blincoe, Qi Xuan, Casey Casalnuovo, Daniela E. Damian, Premkumar T. Devanbu, Vladimir Filkov
The sky is not the limit: multitasking across GitHub projects. ICSE (2016)
Bogdan Vasilescu, Yue Yu, Huaimin Wang, Premkumar T. Devanbu, Vladimir Filkov
Quality and productivity outcomes relating to continuous integration in GitHub. ESEC/SIGSOFT FSE (2015)
Christine Franks, Zhaopeng Tu, Premkumar T. Devanbu, Vincent Hellendoorn
CACHECA: A Cache Language Model Based Code Suggestion Tool. ICSE (2) (2015)
Premkumar T. Devanbu
New Initiative: The Naturalness of Software. ICSE (2) (2015)
Bogdan Vasilescu, Daryl Posnett, Baishakhi Ray, Mark G. J. van den Brand, Alexander Serebrenik, Premkumar T. Devanbu, Vladimir Filkov
Gender and Tenure Diversity in GitHub Teams. CHI (2015)
Casey Casalnuovo, Bogdan Vasilescu, Premkumar T. Devanbu, Vladimir Filkov
Developer onboarding in GitHub: the role of prior social links and language experience. ESEC/SIGSOFT FSE (2015)
Ferdian Thung, Lucia, David Lo, Lingxiao Jiang, Foyzur Rahman, Premkumar T. Devanbu
To what extent could we detect field defects? An extended empirical study of false negatives in static bug-finding tools. Autom. Softw. Eng. 22 (4) (2015)
Claire Le Goues, Neal J. Holtschulte, Edward K. Smith, Yuriy Brun, Premkumar T. Devanbu, Stephanie Forrest, Westley Weimer
The ManyBugs and IntroClass Benchmarks for Automated Repair of C Programs. IEEE Trans. Software Eng. 41 (12) (2015)
Casey Casalnuovo, Premkumar T. Devanbu, Abílio Oliveira, Vladimir Filkov, Baishakhi Ray
Assert Use in GitHub Projects. ICSE (1) (2015)
Yue Yu, Huaimin Wang, Vladimir Filkov, Premkumar T. Devanbu, Bogdan Vasilescu
Wait for It: Determinants of Pull Request Evaluation Latency on GitHub. MSR (2015)
Vincent Hellendoorn, Premkumar T. Devanbu, Alberto Bacchelli
Will They Like This? Evaluating Code Contributions with Language Models. MSR (2015)
Baishakhi Ray, Vincent Hellendoorn, Zhaopeng Tu, Connie Nguyen, Saheel Godhane, Alberto Bacchelli, Premkumar T. Devanbu
On the "Naturalness" of Buggy Code. CoRR (2015)
Foyzur Rahman, Sameer Khatri, Earl T. Barr, Premkumar T. Devanbu
Comparing static bug finders and statistical prediction. ICSE (2014)
Earl T. Barr, Yuriy Brun, Premkumar T. Devanbu, Mark Harman, Federica Sarro
The plastic surgery hypothesis. SIGSOFT FSE (2014)
Qi Xuan, Aaron Okano, Premkumar T. Devanbu, Vladimir Filkov
Focus-shifting patterns of OSS developers and their congruence with call graphs. SIGSOFT FSE (2014)
Bogdan Vasilescu, Alexander Serebrenik, Premkumar T. Devanbu, Vladimir Filkov
How social Q&A sites are changing knowledge sharing in open source software communities. CSCW (2014)
Baishakhi Ray, Daryl Posnett, Vladimir Filkov, Premkumar T. Devanbu
A large scale study of programming languages and code quality in github. SIGSOFT FSE (2014)
Senthil Mani, Karthik Sankaranarayanan, Vibha Singhal Sinha, Premkumar T. Devanbu
Panning requirement nuggets in stream of software maintenance tickets. SIGSOFT FSE (2014)
Qi Xuan, Premkumar T. Devanbu, Vladimir Filkov
Converging Work-Talk Patterns in Online Task-Oriented Communities. CoRR (2014)
Zhaopeng Tu, Zhendong Su, Premkumar T. Devanbu
On the localness of software. SIGSOFT FSE (2014)
Daryl Posnett, Raissa M. D'Souza, Premkumar T. Devanbu, Vladimir Filkov
Dual ecological measures of focus in software development. ICSE (2013)
Ahmed E. Hassan, Abram Hindle, Per Runeson, Martin J. Shepperd, Premkumar T. Devanbu, Sunghun Kim
Roundtable: What's Next in Software Analytics. IEEE Softw. 30 (4) (2013)
Foyzur Rahman, Premkumar T. Devanbu
How, and why, process metrics are better. ICSE (2013)
Peter Schulam, Roni Rosenfeld, Premkumar T. Devanbu
Building Statistical Language Models of code. DAPSE@ICSE (2013)
Foyzur Rahman, Daryl Posnett, Israel Herraiz, Premkumar T. Devanbu
Sample size vs. bias in defect prediction. ESEC/SIGSOFT FSE (2013)
David Kavaler, Daryl Posnett, Clint Gibler, Hao Chen, Premkumar T. Devanbu, Vladimir Filkov
Using and Asking: APIs Used in the Android Market and Asked about in StackOverflow. SocInfo (2013)
Peter C. Rigby, Earl T. Barr, Christian Bird, Premkumar T. Devanbu, Daniel M. Germán
What effect does distributed version control have on OSS project organization? RELENG@ICSE (2013)
Premkumar T. Devanbu
On the naturalness of software. ISEC (2013)
Ryan Stevens, Jonathan Ganz, Vladimir Filkov, Premkumar T. Devanbu, Hao Chen
Asking for (and about) permissions used by Android apps. MSR (2013)
Qi Xuan, Mohammad Gharehyazie, Premkumar T. Devanbu, Vladimir Filkov
Measuring the Effect of Social Communications on Individual Working Rhythms: A Case Study of Open Source Software. SocialInformatics (2012)
Foyzur Rahman, Christian Bird, Premkumar T. Devanbu
Clones: what is that smell? Empir. Softw. Eng. 17 (4-5) (2012)
Daryl Posnett, Premkumar T. Devanbu, Vladimir Filkov
MIC check: A correlation tactic for ESE data. MSR (2012)
Earl T. Barr, Christian Bird, Peter C. Rigby, Abram Hindle, Daniel M. Germán, Premkumar T. Devanbu
Cohesive and Isolated Development with Branches. FASE (2012)
Abram Hindle, Earl T. Barr, Zhendong Su, Mark Gabel, Premkumar T. Devanbu
On the naturalness of software. ICSE (2012)
Ferdian Thung, Lucia, David Lo, Lingxiao Jiang, Foyzur Rahman, Premkumar T. Devanbu
To what extent could we detect field defects? an empirical study of false negatives in static bug finding tools. ASE (2012)
Ferdian Thung, David Lo, Lingxiao Jiang, Lucia, Foyzur Rahman, Premkumar T. Devanbu
When would this bug get reported? ICSM (2012)
Premkumar T. Devanbu
On the Naturalness of Software. SEKE (2012)
Daryl Posnett, Eric Warburg, Premkumar T. Devanbu, Vladimir Filkov
Mining Stack Exchange: Expertise Is Evident from Initial Contributions. SocialInformatics (2012)
Foyzur Rahman, Daryl Posnett, Premkumar T. Devanbu
Recalling the "imprecision" of cross-project defect prediction. SIGSOFT FSE (2012)
Daryl Posnett, Vladimir Filkov, Premkumar T. Devanbu
Ecological inference in empirical software engineering. ASE (2011)
Daryl Posnett, Christian Bird, Premkumar T. Devanbu
An empirical study on the influence of pattern roles on change-proneness. Empir. Softw. Eng. 16 (3) (2011)
Daryl Posnett, Abram Hindle, Premkumar T. Devanbu
Got Issues? Do New Features and Code Improvements Affect Defects? WCRE (2011)
Foyzur Rahman, Premkumar T. Devanbu
Ownership, experience and defects: a fine-grained study of authorship. ICSE (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Premkumar T. Devanbu