Pengyu Nie, University of Waterloo

Research

test generation test maintenance execution-guided machine learning models evolution-aware machine learning models machine learning large language models machine learning for software engineering

Latest funding

Execution-Guided Machine Learning Models for Test Generation and Maintenance
NSERC · 2024 · Principal investigator
$32,000
Execution-Guided Machine Learning Models for Test Generation and Maintenance
NSERC · 2024 · Principal investigator
$12,500

All 2 grants and awards

Execution-Guided Machine Learning Models for Test Generation and Maintenance

Principal investigatorNSERC2024Discovery Grants Program - Individual

Principal investigators: Nie, Pengyu

Keywords: test generation; test maintenance; execution-guided machine learning models; evolution-aware machine learning models; machine learning; large language models; machine learning for software engineering

$32,000

Execution-Guided Machine Learning Models for Test Generation and Maintenance

Principal investigatorNSERC2024Discovery Launch Supplement

Principal investigators: Nie, Pengyu

Keywords: test generation; test maintenance; execution-guided machine learning models; evolution-aware machine learning models; machine learning; large language models; machine learning for software engineering

$12,500

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

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Applying for

Mention their NSERC grant from 2024

Subject: Prospective PhD student: test generation Dear Professor Nie, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. Your research on test generation connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Execution-Guided Machine Learning Models for Test Generation and Maintenance" (2024), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]