Gustavo Soares

According to our database, Gustavo Soares authored at least 49 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

PyDex: Repairing Bugs in Introductory Python Assignments using LLMs.

Jialu Zhang, José Pablo Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

Proc. ACM Program. Lang., 2024

STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack.

Naman Gupta, Shashank Kirtania, Priyanshu Gupta, Krishna K. Mehra, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy, Arjun Radhakrishna, Sriram K. Rajamani, Gustavo Soares

CoRR, 2024

Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants.

Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani

CoRR, 2024

Let's Fix this Together: Conversational Debugging with GitHub Copilot.

Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Dustin Coleman, Sumit Gulwani, Chris Parnin, Arjun Radhakrishna, Gustavo Soares

Proceedings of the 2024 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), 2024

Investigating Student Mistakes in Introductory Data Science Programming.

Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation.

Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

MetaReflection: Learning Instructions for Language Agents using Past Reflections.

Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Gustavo Soares, Sherry Shi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

RUBICON: Rubric-Based Evaluation of Domain-Specific Human AI Conversations.

Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani

Proceedings of the 1st ACM International Conference on AI-Powered Software, 2024

2023

Building Your Own Product Copilot: Challenges, Opportunities, and Needs.

Chris Parnin, Gustavo Soares, Rahul Pandita, Sumit Gulwani, Jessica Rich, Austin Z. Henley

CoRR, 2023

GrACE: Generation using Associated Code Edits.

Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari

CoRR, 2023

Grace: Language Models Meet Code Edits.

Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Towards More Effective AI-Assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode's User Experience.

Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang, Aaron Yim

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors.

Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares

Proceedings of the 2023 ACM Conference on International Computing Education Research, 2023

Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models.

Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares

Proceedings of the 16th International Conference on Educational Data Mining, 2023

2022

Overwatch: learning patterns in code edit sequences.

Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari

Proc. ACM Program. Lang., 2022

Repairing Bugs in Python Assignments Using Large Language Models.

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

CoRR, 2022

NL2Viz: natural language to visualization via constrained syntax-guided synthesis.

Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Synchromesh: Reliable Code Generation from Pre-trained Language Models.

Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Multi-modal program inference: a marriage of pre-trained language models and component-based synthesis.

Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari

Proc. ACM Program. Lang., 2021

APIfix: output-oriented program synthesis for combating breaking changes in libraries.

Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury

Proc. ACM Program. Lang., 2021

Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models and Component-based Synthesis.

Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari

CoRR, 2021

Learning Quick Fixes from Code Repositories.

Reudismam Rolim de Sousa, Gustavo Soares, Rohit Gheyi, Titus Barik, Loris D'Antoni

Proceedings of the 35th Brazilian Symposium on Software Engineering, 2021

2020

Feedback-driven semi-supervised synthesis of program transformations.

Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachiappan Nagappan, Ashish Tiwari

Proc. ACM Program. Lang., 2020

2019

On the fly synthesis of edit suggestions.

Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa

Proc. ACM Program. Lang., 2019

Revisiting the refactoring mechanics.

Jonhnanthan Oliveira, Rohit Gheyi, Melina Mongiovi, Gustavo Soares, Márcio Ribeiro, Alessandro Garcia

Inf. Softw. Technol., 2019

Evaluating Feedback Tools in Introductory Programming Classes.

Ruan Reis, Gustavo Soares, Melina Mongiovi, Wilkerson de L. Andrade

Proceedings of the IEEE Frontiers in Education Conference, 2019

2018

Detecting Overly Strong Preconditions in Refactoring Engines.

Melina Mongiovi, Rohit Gheyi, Gustavo Soares, Márcio Ribeiro, Paulo Borba, Leopoldo Teixeira

IEEE Trans. Software Eng., 2018

Learning Quick Fixes from Code Repositories.

Reudismam Rolim, Gustavo Soares, Rohit Gheyi, Loris D'Antoni

CoRR, 2018

2017

TraceDiff: Debugging unexpected code behavior using trace divergences.

Ryo Suzuki, Gustavo Soares, Andrew Head, Elena L. Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Björn Hartmann

Proceedings of the 2017 IEEE Symposium on Visual Languages and Human-Centric Computing, 2017

Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis.

Andrew Head, Elena L. Glassman, Gustavo Soares, Ryo Suzuki, Lucas Figueredo, Loris D'Antoni, Björn Hartmann

Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Learning syntactic program transformations from examples.

Reudismam Rolim, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann

Proceedings of the 39th International Conference on Software Engineering, 2017

Exploring the Design Space of Automatically Synthesized Hints for Introductory Programming Assignments.

Ryo Suzuki, Gustavo Soares, Elena L. Glassman, Andrew Head, Loris D'Antoni, Björn Hartmann

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

ASAP-V: A privacy-preserving authentication and sybil detection protocol for VANETs.

Thiago Bruno Melo de Sales, Angelo Perkusich, Leandro Melo de Sales, Hyggo Oliveira de Almeida, Gustavo Soares, Marcello Alves de Sales Junior

Inf. Sci., 2016

2015

A procedure to detect problems of processes in software development projects using Bayesian networks.

Mirko Barbosa Perkusich, Gustavo Soares, Hyggo O. Almeida, Angelo Perkusich

Expert Syst. Appl., 2015

An admission control mechanism for dynamic QoS-enabled opportunistic routing protocols.

Ivo Calado, Saulo Oliveira Dornellas Luiz, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich

EURASIP J. Wirel. Commun. Netw., 2015

User Interaction Models for Disambiguation in Programming by Example.

Mikaël Mayer, Gustavo Soares, Maxim Grechkin, Vu Le, Mark Marron, Oleksandr Polozov, Rishabh Singh, Benjamin G. Zorn, Sumit Gulwani

Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

Recommendation in the Digital TV Domain: an Architecture based on Textual Description Analysis.

Felipe Barbosa Araújo Ramos, Antonio Alexandre Moura Costa, Reudismam Rolim de Sousa, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

A Collaborative Method to Reduce the Running Time and Accelerate the k-Nearest Neighbors Search.

Antonio Alexandre Moura Costa, Reudismam Rolim de Sousa, Felipe Barbosa Araújo Ramos, Gustavo Soares, Hyggo Oliveira de Almeida, Angelo Perkusich

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

2014

Making refactoring safer through impact analysis.

Melina Mongiovi, Rohit Gheyi, Gustavo Soares, Leopoldo Teixeira, Paulo Borba

Sci. Comput. Program., 2014

A Toolset for Checking SPL Refinements.

Felype Ferreira, Rohit Gheyi, Paulo Borba, Gustavo Soares

J. Univers. Comput. Sci., 2014

Scaling Testing of Refactoring Engines.

Melina Mongiovi, Gustavo Mendes, Rohit Gheyi, Gustavo Soares, Márcio Ribeiro

Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

2013

Automated Behavioral Testing of Refactoring Engines.

Gustavo Soares, Rohit Gheyi, Tiago Massoni

IEEE Trans. Software Eng., 2013

Comparing approaches to analyze refactoring activity on software repositories.

Gustavo Soares, Rohit Gheyi, Emerson R. Murphy-Hill, Brittany Johnson

J. Syst. Softw., 2013

Live feedback on behavioral changes.

Gustavo Soares, Emerson R. Murphy-Hill, Rohit Gheyi

Proceedings of the 1st International Workshop on Live Programming, 2013

2012

Making Software Product Line Evolution Safer.

Felype Ferreira, Paulo Borba, Gustavo Soares, Rohit Gheyi

Proceedings of the Sixth Brazilian Symposium on Software Components, 2012

Automated behavioral testing of refactoring engines.

Gustavo Soares

Proceedings of the SPLASH'12, 2012

2011

Analyzing Refactorings on Software Repositories.

Gustavo Soares, Bruno Catao, Catuxe Varjao, Solon Aguiar, Rohit Gheyi, Tiago Massoni

Proceedings of the 25th Brazilian Symposium on Software Engineering, 2011

Identifying overly strong conditions in refactoring implementations.

Gustavo Soares, Melina Mongiovi, Rohit Gheyi

Proceedings of the IEEE 27th International Conference on Software Maintenance, 2011

2010

Making Program Refactoring Safer.

Gustavo Soares, Rohit Gheyi, Dalton Dario Serey, Tiago Massoni

IEEE Softw., 2010