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
Chen Wu
PRINCIPAL DATA & APPLIED SCIENTIST
Publications
Publications by Year
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Distilling Transformers for Neural Cross-Domain Search
Colin Clement, Chen Wu, Dawn Drain, Neel Sundaresan
August 2021
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
Generating Bug-Fixes Using Pretrained Transformers
Dawn Drain, Chen Wu, Alexey Svyatkovskiy, Neel Sundaresan
PLDI 2021 | April 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
Distilling Transformers for Neural Cross-Domain Search
Colin Clement, Chen Wu, Dawn Drain, Neel Sundaresan
August 2021
Generating Bug-Fixes Using Pretrained Transformers
Dawn Drain, Chen Wu, Alexey Svyatkovskiy, Neel Sundaresan
PLDI 2021 | April 2021
-
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
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
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
Generating Bug-Fixes Using Pretrained Transformers
Dawn Drain, Chen Wu, Alexey Svyatkovskiy, Neel Sundaresan
PLDI 2021 | April 2021
-
Distilling Transformers for Neural Cross-Domain Search
Colin Clement, Chen Wu, Dawn Drain, Neel Sundaresan
August 2021