Gustavo Soares

73 papers A* 5A 3B 4C 4Journal 41Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic LMs: Hunting Down Test Smells.
IEEE Softw.
Rian Melo, Pedro Simões, Rohit Gheyi, Marcelo d'Amorim, Márcio Ribeiro, Gustavo Soares, Eduardo Santana de Almeida, Elvys Soares
2025 J jnl
Agentic SLMs: Hunting Down Test Smells.
CoRR
Rian Melo, Pedro Simões, Rohit Gheyi, Marcelo d'Amorim, Márcio Ribeiro, Gustavo Soares, Eduardo Almeida, Elvys Soares
2025 J jnl
Bridging Gaps Between Student and Expert Evaluations of AI-Generated Programming Hints.
CoRR
Tung Phung, Mengyan Wu, Heeryung Choi, Gustavo Soares, Sumit Gulwani, Adish Singla, Christopher Brooks
2025 A conf
Building Your Own Product Copilot: Challenges, Opportunities, and Needs.
SANER
Chris Parnin, Gustavo Soares, Rahul Pandita, Sumit Gulwani, Jessica Rich, Austin Z. Henley
2025 C conf
Code Generation with Small Language Models: A Codeforces-Based Study.
ICMLA
Débora Souza, Rohit Gheyi, Lucas Albuquerque, Gustavo Soares, Márcio Ribeiro
2025 J jnl
Code Generation with Small Language Models: A Deep Evaluation on Codeforces.
CoRR
Débora Souza, Rohit Gheyi, Lucas Albuquerque, Gustavo Soares, Márcio Ribeiro
2025 J jnl
ConDABench: Interactive Evaluation of Language Models for Data Analysis.
CoRR
Avik Dutta, Priyanshu Gupta, Hosein Hasanbeig, Rahul Pratap Singh, Harshit Nigam, Sumit Gulwani, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
2025 J jnl
Improving Language Agents through BREW.
CoRR
Shashank Kirtania, Param Biyani, Priyanshu Gupta, Yasharth Bajpai, Roshni Iyer, Sumit Gulwani, Gustavo Soares
2025 — conf
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback.
EMNLP (Industry Track)
Shashank Kirtania, Naman Gupta, Priyanshu Gupta, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy Iyengar, Arjun Radhakrishna, Sriram K. Rajamani, Gustavo Soares
2025 — conf
SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks.
AIware
Sanket Mhatre, Yasharth Bajpai, Sumit Gulwani, Emerson R. Murphy-Hill, Gustavo Soares
2025 J jnl
SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks.
CoRR
Sanket Mhatre, Yasharth Bajpai, Sumit Gulwani, Emerson R. Murphy-Hill, Gustavo Soares
2025 J jnl
Sharp Tools: How Developers Wield Agentic AI in Real Software Engineering Tasks.
CoRR
Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson R. Murphy-Hill
2025 J jnl
TableTalk: Scaffolding Spreadsheet Development with a Language Agent.
CoRR
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson R. Murphy-Hill, Gustavo Soares
2025 J jnl
TableTalk: Scaffolding Spreadsheet Development with a Language Agent.
ACM Trans. Comput. Hum. Interact.
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson R. Murphy-Hill, Gustavo Soares
2025 A* conf
Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild.
ASE
Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson R. Murphy-Hill
2024 A conf
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation.
LAK
Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
2024 J jnl
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants.
CoRR
Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani
2024 — conf
Investigating Student Mistakes in Introductory Data Science Programming.
SIGCSE (1)
Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani
2024 B conf
Let's Fix this Together: Conversational Debugging with GitHub Copilot.
VL/HCC
Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Dustin Coleman, Sumit Gulwani, Chris Parnin, Arjun Radhakrishna, Gustavo Soares
2024 J jnl
METAREFLECTION: Learning Instructions for Language Agents using Past Reflections.
CoRR
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
2024 A* conf
MetaReflection: Learning Instructions for Language Agents using Past Reflections.
EMNLP
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Gustavo Soares, Sherry Shi
2024 J jnl
PyDex: Repairing Bugs in Introductory Python Assignments using LLMs.
Proc. ACM Program. Lang.
Jialu Zhang, José Pablo Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen
2024 — conf
RUBICON: Rubric-Based Evaluation of Domain-Specific Human AI Conversations.
AIware
Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani
2024 J jnl
STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack.
CoRR
Naman Gupta, Shashank Kirtania, Priyanshu Gupta, Krishna K. Mehra, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy, Arjun Radhakrishna, Sriram K. Rajamani, Gustavo Soares
2023 J jnl
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation.
CoRR
Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
2023 J jnl
Building Your Own Product Copilot: Challenges, Opportunities, and Needs.
CoRR
Chris Parnin, Gustavo Soares, Rahul Pandita, Sumit Gulwani, Jessica Rich, Austin Z. Henley
2023 B conf
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models.
EDM
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
2023 J jnl
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models.
CoRR
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
2023 — conf
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors.
ICER (2)
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
2023 J jnl
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors.
CoRR
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
2023 J jnl
GrACE: Generation using Associated Code Edits.
CoRR
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
2023 — conf
Grace: Language Models Meet Code Edits.
ESEC/SIGSOFT FSE
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
2023 — conf
Towards More Effective AI-Assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode's User Experience.
ICSE-SEIP
Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang, Aaron Yim
2022 — conf
NL2Viz: natural language to visualization via constrained syntax-guided synthesis.
ESEC/SIGSOFT FSE
Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie
2022 J jnl
Overwatch: Learning Patterns in Code Edit Sequences.
CoRR
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
2022 J jnl
Overwatch: learning patterns in code edit sequences.
Proc. ACM Program. Lang.
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
2022 J jnl
Repairing Bugs in Python Assignments Using Large Language Models.
CoRR
Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen
2022 A* conf
Synchromesh: Reliable Code Generation from Pre-trained Language Models.
ICLR
Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani
2022 J jnl
Synchromesh: Reliable code generation from pre-trained language models.
CoRR
Gabriel Poesia, Oleksandr Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani
2021 J jnl
APIfix: output-oriented program synthesis for combating breaking changes in libraries.
Proc. ACM Program. Lang.
Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury
2021 — conf
Learning Quick Fixes from Code Repositories.
SBES
Reudismam Rolim de Sousa, Gustavo Soares, Rohit Gheyi, Titus Barik, Loris D'Antoni
2021 J jnl
Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models and Component-based Synthesis.
CoRR
Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
2021 J jnl
Multi-modal program inference: a marriage of pre-trained language models and component-based synthesis.
Proc. ACM Program. Lang.
Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
2020 J jnl
Feedback-driven semi-supervised synthesis of program transformations.
Proc. ACM Program. Lang.
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachiappan Nagappan, Ashish Tiwari
2019 C conf
Evaluating Feedback Tools in Introductory Programming Classes.
FIE
Ruan Reis, Gustavo Soares, Melina Mongiovi, Wilkerson de L. Andrade
2019 J jnl
On the fly synthesis of edit suggestions.
Proc. ACM Program. Lang.
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
2019 J jnl
Revisiting the refactoring mechanics.
Inf. Softw. Technol.
Jonhnanthan Oliveira, Rohit Gheyi, Melina Mongiovi, Gustavo Soares, Márcio Ribeiro, Alessandro Garcia
2018 J jnl
Detecting Overly Strong Preconditions in Refactoring Engines.
IEEE Trans. Software Eng.
Melina Mongiovi, Rohit Gheyi, Gustavo Soares, Márcio Ribeiro, Paulo Borba, Leopoldo Teixeira
2018 J jnl
Learning Quick Fixes from Code Repositories.
CoRR
Reudismam Rolim, Gustavo Soares, Rohit Gheyi, Loris D'Antoni
2017 — conf
Exploring the Design Space of Automatically Synthesized Hints for Introductory Programming Assignments.
CHI Extended Abstracts
Ryo Suzuki, Gustavo Soares, Elena L. Glassman, Andrew Head, Loris D'Antoni, Björn Hartmann
2017 A* conf
Learning syntactic program transformations from examples.
ICSE
Reudismam Rolim, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann
2017 J jnl
TraceDiff: Debugging Unexpected Code Behavior Using Trace Divergences.
CoRR
Ryo Suzuki, Gustavo Soares, Andrew Head, Elena L. Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Bjoern Hartmann
2017 B conf
TraceDiff: Debugging unexpected code behavior using trace divergences.
VL/HCC
Ryo Suzuki, Gustavo Soares, Andrew Head, Elena L. Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Björn Hartmann
2017 B conf
Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis.
L@S
Andrew Head, Elena L. Glassman, Gustavo Soares, Ryo Suzuki, Lucas Figueredo, Loris D'Antoni, Björn Hartmann
2016 J jnl
ASAP-V: A privacy-preserving authentication and sybil detection protocol for VANETs.
Inf. Sci.
Thiago Bruno Melo de Sales, Angelo Perkusich, Leandro Melo de Sales, Hyggo Oliveira de Almeida, Gustavo Soares, Marcello Alves de Sales Junior
2016 J jnl
Learning Syntactic Program Transformations from Examples.
CoRR
Reudismam Rolim de Sousa, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Bjoern Hartmann
2015 C conf
A Collaborative Method to Reduce the Running Time and Accelerate the k-Nearest Neighbors Search.
SEKE
Antonio Alexandre Moura Costa, Reudismam Rolim de Sousa, Felipe Barbosa Araújo Ramos, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich
2015 J jnl
A procedure to detect problems of processes in software development projects using Bayesian networks.
Expert Syst. Appl.
Mirko Perkusich, Gustavo Soares, Hyggo O. Almeida, Angelo Perkusich
2015 J jnl
An admission control mechanism for dynamic QoS-enabled opportunistic routing protocols.
EURASIP J. Wirel. Commun. Netw.
Ivo Calado, Saulo Oliveira Dornellas Luiz, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich
2015 C conf
Recommendation in the Digital TV Domain: an Architecture based on Textual Description Analysis.
SEKE
Felipe Barbosa Araújo Ramos, Antonio Alexandre Moura Costa, Reudismam Rolim de Sousa, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich
2015 A* conf
User Interaction Models for Disambiguation in Programming by Example.
UIST
Mikaël Mayer, Gustavo Soares, Maxim Grechkin, Vu Le, Mark Marron, Oleksandr Polozov, Rishabh Singh, Benjamin G. Zorn, Sumit Gulwani
2014 J jnl
A Toolset for Checking SPL Refinements.
J. Univers. Comput. Sci.
Felype Ferreira, Rohit Gheyi, Paulo Borba, Gustavo Soares
2014 J jnl
Making refactoring safer through impact analysis.
Sci. Comput. Program.
Melina Mongiovi, Rohit Gheyi, Gustavo Soares, Leopoldo Teixeira, Paulo Borba
2014 A conf
Scaling Testing of Refactoring Engines.
ICSME
Melina Mongiovi, Gustavo Mendes, Rohit Gheyi, Gustavo Soares, Márcio Ribeiro
2013 J jnl
Automated Behavioral Testing of Refactoring Engines.
IEEE Trans. Software Eng.
Gustavo Soares, Rohit Gheyi, Tiago Massoni
2013 J jnl
Comparing approaches to analyze refactoring activity on software repositories.
J. Syst. Softw.
Gustavo Soares, Rohit Gheyi, Emerson R. Murphy-Hill, Brittany Johnson
2013 — conf
Live feedback on behavioral changes.
LIVE@ICSE
Gustavo Soares, Emerson R. Murphy-Hill, Rohit Gheyi
2012 — conf
Automated behavioral testing of refactoring engines.
SPLASH
Gustavo Soares
2012 — conf
Automated behavioral testing of refactoring engines.
SPLASH
Gustavo Soares
2012 — conf
Making Software Product Line Evolution Safer.
SBCARS
Felype Ferreira, Paulo Borba, Gustavo Soares, Rohit Gheyi
2011 — conf
Analyzing Refactorings on Software Repositories.
SBES
Gustavo Soares, Bruno Catao, Catuxe Varjao, Solon Aguiar, Rohit Gheyi, Tiago Massoni
2011 — conf
Identifying overly strong conditions in refactoring implementations.
ICSM
Gustavo Soares, Melina Mongiovi, Rohit Gheyi
2010 J jnl
Making Program Refactoring Safer.
IEEE Softw.
Gustavo Soares, Rohit Gheyi, Dalton Dario Serey, Tiago Massoni