Gulwani, Sumit

Automating string processing in spreadsheets using input-output examples

Gulwani, S. (2011) · ACM SIGPLAN Notices

Spreadsheets and End-User ComputingLogic, programming, and type systems

Cited by 581

Oracle-guided component-based program synthesis

Jha, S., Gulwani, S., Seshia, S. A., & Tiwari, A. (2010) · Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1

Logic, programming, and type systemsSoftware Testing and Debugging Techniques

Cited by 510

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

Joshi, H., Cambronero Sanchez, J., Gulwani, S., Le, V., Verbruggen, G., & Radiček, I. (2023) · Proceedings of the AAAI Conference on Artificial Intelligence

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 126

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

Phung, T., Pădurean, V.-A., Cambronero, J., Gulwani, S., Kohn, T., Majumdar, R., Singla, A., & Soares, G. (2023) · Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 2

Teaching and Learning ProgrammingArtificial Intelligence in Education

Cited by 112

Automated clustering and program repair for introductory programming assignments

Gulwani, S., Radiček, I., & Zuleger, F. (2018) · ACM SIGPLAN Notices

Teaching and Learning ProgrammingSoftware Engineering Research

Cited by 82

Synchromesh: Reliable code generation from pre-trained language models

Poesia, G., Polozov, O., Le, V., Tiwari, A., Soares, G., Meek, C., & Gulwani, S. (2022) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 72

FlashExtract: a framework for data extraction by examples

Le, V., & Gulwani, S. (2014) · ACM SIGPLAN Notices

Web Data Mining and AnalysisAdvanced Database Systems and Queries

Cited by 59

Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities

Chopra, B., Singha, A., Fariha, A., Gulwani, S., Parnin, C., Tiwari, A., & Henley, A. Z. (2023) · arXiv

Software Engineering ResearchArtificial Intelligence Applications

Cited by 16

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

Phung, T., Cambronero, J., Gulwani, S., Kohn, T., Majumdar, R., Singla, A., & Soares, G. (2023) · arXiv

Teaching and Learning ProgrammingSoftware Engineering Research

Cited by 16

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

Parnin, C., Soares, G., Pandita, R., Gulwani, S., Rich, J., & Henley, A. Z. (2023) · arXiv

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 13

SkillAxe: Sharpening LLM-Authored Agent Skills Through Evaluation-Guided Self-Refinement

Gautam, S., Radhakrishna, A., & Gulwani, S. (2026) · arXiv

AI-based Problem Solving and PlanningArtificial Intelligence Applications

Cited by 1