Gustavo Soares

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 38

Top Topics

Introductory Programming

Kullback Leibler

Software Development Projects

Top Venues

Proc. ACM Program. Lang.

ESEC/SIGSOFT FSE

Publications

Jialu Zhang, José Pablo Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen
PyDex: Repairing Bugs in Introductory Python Assignments using LLMs. Proc. ACM Program. Lang. 8 (OOPSLA1) (2024)
Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani
RUBICON: Rubric-Based Evaluation of Domain-Specific Human AI Conversations. AIware (2024)
Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani
Investigating Student Mistakes in Introductory Data Science Programming. SIGCSE (1) (2024)
Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants. CoRR (2024)
Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation. LAK (2024)
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
METAREFLECTION: Learning Instructions for Language Agents using Past Reflections. CoRR (2024)
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors. CoRR (2023)
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
Grace: Language Models Meet Code Edits. ESEC/SIGSOFT FSE (2023)
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
GrACE: Generation using Associated Code Edits. CoRR (2023)
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models. EDM (2023)
Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang, Aaron Yim
Towards More Effective AI-Assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode's User Experience. ICSE-SEIP (2023)
Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation. CoRR (2023)
Chris Parnin, Gustavo Soares, Rahul Pandita, Sumit Gulwani, Jessica Rich, Austin Z. Henley
Building Your Own Product Copilot: Challenges, Opportunities, and Needs. CoRR (2023)
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models. CoRR (2023)
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
Overwatch: learning patterns in code edit sequences. Proc. ACM Program. Lang. 6 (OOPSLA2) (2022)
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
Overwatch: Learning Patterns in Code Edit Sequences. CoRR (2022)
Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen
Repairing Bugs in Python Assignments Using Large Language Models. CoRR (2022)
Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani
Synchromesh: Reliable Code Generation from Pre-trained Language Models. ICLR (2022)
Gabriel Poesia, Oleksandr Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani
Synchromesh: Reliable code generation from pre-trained language models. CoRR (2022)
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors. ICER (2) (2022)
Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie
NL2Viz: natural language to visualization via constrained syntax-guided synthesis. ESEC/SIGSOFT FSE (2022)
Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models and Component-based Synthesis. CoRR (2021)
Reudismam Rolim de Sousa, Gustavo Soares, Rohit Gheyi, Titus Barik, Loris D'Antoni
Learning Quick Fixes from Code Repositories. SBES (2021)
Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
Multi-modal program inference: a marriage of pre-trained language models and component-based synthesis. Proc. ACM Program. Lang. 5 (OOPSLA) (2021)
Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury
APIfix: output-oriented program synthesis for combating breaking changes in libraries. Proc. ACM Program. Lang. 5 (OOPSLA) (2021)
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachiappan Nagappan, Ashish Tiwari
Feedback-driven semi-supervised synthesis of program transformations. Proc. ACM Program. Lang. 4 (OOPSLA) (2020)
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
On the fly synthesis of edit suggestions. Proc. ACM Program. Lang. 3 (OOPSLA) (2019)
Johnatan Oliveira, Rohit Gheyi, Melina Mongiovi, Gustavo Soares, Márcio Ribeiro, Alessandro Garcia
Revisiting the refactoring mechanics. Inf. Softw. Technol. 110 (2019)
Ruan Reis, Gustavo Soares, Melina Mongiovi, Wilkerson de L. Andrade
Evaluating Feedback Tools in Introductory Programming Classes. FIE (2019)
Melina Mongiovi, Rohit Gheyi, Gustavo Soares, Márcio Ribeiro, Paulo Borba, Leopoldo Teixeira
Detecting Overly Strong Preconditions in Refactoring Engines. IEEE Trans. Software Eng. 44 (5) (2018)
Reudismam Rolim, Gustavo Soares, Rohit Gheyi, Loris D'Antoni
Learning Quick Fixes from Code Repositories. CoRR (2018)
Ryo Suzuki, Gustavo Soares, Andrew Head, Elena L. Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Bjoern Hartmann
TraceDiff: Debugging Unexpected Code Behavior Using Trace Divergences. CoRR (2017)
Ryo Suzuki, Gustavo Soares, Andrew Head, Elena L. Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Björn Hartmann
TraceDiff: Debugging unexpected code behavior using trace divergences. VL/HCC (2017)
Ryo Suzuki, Gustavo Soares, Elena L. Glassman, Andrew Head, Loris D'Antoni, Björn Hartmann
Exploring the Design Space of Automatically Synthesized Hints for Introductory Programming Assignments. CHI Extended Abstracts (2017)
Reudismam Rolim, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann
Learning syntactic program transformations from examples. ICSE (2017)
Andrew Head, Elena L. Glassman, Gustavo Soares, Ryo Suzuki, Lucas Figueredo, Loris D'Antoni, Björn Hartmann
Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis. L@S (2017)
Thiago Bruno Melo de Sales, Angelo Perkusich, Leandro Melo de Sales, Hyggo Oliveira de Almeida, Gustavo Soares, Marcello Alves de Sales Junior
ASAP-V: A privacy-preserving authentication and sybil detection protocol for VANETs. Inf. Sci. 372 (2016)
Reudismam Rolim de Sousa, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Bjoern Hartmann
Learning Syntactic Program Transformations from Examples. CoRR (2016)
Felipe Barbosa Araújo Ramos, Antonio Alexandre Moura Costa, Reudismam Rolim de Sousa, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich
Recommendation in the Digital TV Domain: an Architecture based on Textual Description Analysis. SEKE (2015)
Mikaël Mayer, Gustavo Soares, Maxim Grechkin, Vu Le, Mark Marron, Oleksandr Polozov, Rishabh Singh, Benjamin G. Zorn, Sumit Gulwani
User Interaction Models for Disambiguation in Programming by Example. UIST (2015)
Antonio Alexandre Moura Costa, Reudismam Rolim de Sousa, Felipe Barbosa Araújo Ramos, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich
A Collaborative Method to Reduce the Running Time and Accelerate the k-Nearest Neighbors Search. SEKE (2015)
Mirko Barbosa Perkusich, Gustavo Soares, Hyggo O. Almeida, Angelo Perkusich
A procedure to detect problems of processes in software development projects using Bayesian networks. Expert Syst. Appl. 42 (1) (2015)
Ivo Calado, Saulo O. D. Luiz, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich
An admission control mechanism for dynamic QoS-enabled opportunistic routing protocols. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Melina Mongiovi, Gustavo Mendes, Rohit Gheyi, Gustavo Soares, Márcio Ribeiro
Scaling Testing of Refactoring Engines. ICSME (2014)
Felype Ferreira, Rohit Gheyi, Paulo Borba, Gustavo Soares
A Toolset for Checking SPL Refinements. J. Univers. Comput. Sci. 20 (5) (2014)
Melina Mongiovi, Rohit Gheyi, Gustavo Soares, Leopoldo Teixeira, Paulo Borba
Making refactoring safer through impact analysis. Sci. Comput. Program. 93 (2014)
Gustavo Soares, Rohit Gheyi, Tiago Massoni
Automated Behavioral Testing of Refactoring Engines. IEEE Trans. Software Eng. 39 (2) (2013)
Gustavo Soares, Rohit Gheyi, Emerson R. Murphy-Hill, Brittany Johnson
Comparing approaches to analyze refactoring activity on software repositories. J. Syst. Softw. 86 (4) (2013)
Gustavo Soares, Emerson R. Murphy-Hill, Rohit Gheyi
Live feedback on behavioral changes. LIVE@ICSE (2013)
Felype Ferreira, Paulo Borba, Gustavo Soares, Rohit Gheyi
Making Software Product Line Evolution Safer. SBCARS (2012)
Gustavo Soares
Automated behavioral testing of refactoring engines. SPLASH (2012)
Gustavo Soares
Automated behavioral testing of refactoring engines. SPLASH (2012)
Gustavo Soares, Bruno Catao, Catuxe Varjao, Solon Aguiar, Rohit Gheyi, Tiago Massoni
Analyzing Refactorings on Software Repositories. SBES (2011)
Gustavo Soares, Melina Mongiovi, Rohit Gheyi
Identifying overly strong conditions in refactoring implementations. ICSM (2011)
Gustavo Soares, Rohit Gheyi, D. Serey, Tiago Massoni
Making Program Refactoring Safer. IEEE Softw. 27 (4) (2010)