Gareth Ari Aye

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Transfer Learning

Language Modeling

Manifold Alignment

Learning Scheme

Top Venues

Publications

Moritz Beller, Hongyu Li, Vivek Nair, Vijayaraghavan Murali, Imad Ahmad, Jürgen Cito, Drew Carlson, Gareth Ari Aye, Wes Dyer
Learning to Learn to Predict Performance Regressions in Production at Meta. AST (2023)
Gökalp Demirci, Vijayaraghavan Murali, Imad Ahmad, Rajeev Rao, Gareth Ari Aye
Detecting Privacy-Sensitive Code Changes with Language Modeling. MSR (2022)
Wen Zhou, Seohyun Kim, Vijayaraghavan Murali, Gareth Ari Aye
Improving Code Autocompletion with Transfer Learning. ICSE (SEIP) (2022)
Moritz Beller, Hongyu Li, Vivek Nair, Vijayaraghavan Murali, Imad Ahmad, Jürgen Cito, Drew Carlson, Gareth Ari Aye, Wes Dyer
Learning to Learn to Predict Performance Regressions in Production at Meta. CoRR (2022)
Wen Zhou, Seohyun Kim, Vijayaraghavan Murali, Gareth Ari Aye
Improving Code Autocompletion with Transfer Learning. CoRR (2021)
Gareth Ari Aye, Seohyun Kim, Hongyu Li
Learning Autocompletion from Real-World Datasets. ICSE (SEIP) (2021)
Gareth Ari Aye, Seohyun Kim, Hongyu Li
Learning Autocompletion from Real-World Datasets. CoRR (2020)
Gareth Ari Aye, Gail E. Kaiser
Sequence Model Design for Code Completion in the Modern IDE. CoRR (2020)