DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
ESEC/FSE | August 2022
Spandan Garg
Data & Applied Scientist
Publications
Publications by Year
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Generating Examples From CLI Usage: Can Transformers Help?
Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
KDD 2022 | April 2022
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PerfLens: A Data-Driven Performance Bug Detection and Fix Platform
Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan, Chen Wu, Spandan Garg
SOAP ’21 | June 2021
Publications by Research Area
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DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
ESEC/FSE | August 2022
Generating Examples From CLI Usage: Can Transformers Help?
Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
KDD 2022 | April 2022
-
DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
ESEC/FSE | August 2022
Generating Examples From CLI Usage: Can Transformers Help?
Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
KDD 2022 | April 2022
PerfLens: A Data-Driven Performance Bug Detection and Fix Platform
Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan, Chen Wu, Spandan Garg
SOAP ’21 | June 2021
Publications by Type
-
DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
ESEC/FSE | August 2022
Generating Examples From CLI Usage: Can Transformers Help?
Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
KDD 2022 | April 2022
PerfLens: A Data-Driven Performance Bug Detection and Fix Platform
Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan, Chen Wu, Spandan Garg
SOAP ’21 | June 2021