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MAPS@PLDI
2021
2022
2021
2022
Keyphrases
Publications
2022
Julian Dolby
,
Jason Tsay
,
Martin Hirzel
Automatically debugging AutoML pipelines using maro: ML automated remediation oracle.
MAPS@PLDI
(2022)
Albert Ziegler
,
Eirini Kalliamvakou
,
X. Alice Li
,
Andrew Rice
,
Devon Rifkin
,
Shawn Simister
,
Ganesh Sittampalam
,
Edward Aftandilian
Productivity assessment of neural code completion.
MAPS@PLDI
(2022)
Md. Rafiqul Islam Rabin
,
Aftab Hussain
,
Mohammad Amin Alipour
Syntax-guided program reduction for understanding neural code intelligence models.
MAPS@PLDI
(2022)
Frank F. Xu
,
Uri Alon
,
Graham Neubig
,
Vincent Josua Hellendoorn
A systematic evaluation of large language models of code.
MAPS@PLDI
(2022)
Jordi Armengol-Estapé
,
Jackson Woodruff
,
Alexander Brauckmann
,
José Wesley de Souza Magalhães
,
Michael F. P. O'Boyle
ExeBench: an ML-scale dataset of executable C functions.
MAPS@PLDI
(2022)
Shikhar Singh
,
James Hegarty
,
Hugh Leather
,
Benoit Steiner
A graph neural network-based performance model for deep learning applications.
MAPS@PLDI
(2022)
Daye Nam
,
Baishakhi Ray
,
Seohyun Kim
,
Xianshan Qu
,
Satish Chandra
Predictive synthesis of API-centric code.
MAPS@PLDI
(2022)
Hao Tang
,
Kevin Ellis
From perception to programs: regularize, overparameterize, and amortize.
MAPS@PLDI
(2022)
MAPS@PLDI 2022: 6th ACM SIGPLAN International Symposium on Machine Programming, San Diego, CA, USA, 13 June 2022
MAPS@PLDI
(2022)
2021
MAPS@PLDI 2021: Proceedings of the 5th ACM SIGPLAN International Symposium on Machine Programming, Virtual Event, Canada, 21 June, 2021
MAPS@PLDI
(2021)
Niranjan Hasabnis
,
Justin Gottschlich
ControlFlag: a self-supervised idiosyncratic pattern detection system for software control structures.
MAPS@PLDI
(2021)
Rahim Mammadli
,
Marija Selakovic
,
Felix Wolf
,
Michael Pradel
Learning to make compiler optimizations more effective.
MAPS@PLDI
(2021)
Dawn Drain
,
Chen Wu
,
Alexey Svyatkovskiy
,
Neel Sundaresan
Generating bug-fixes using pretrained transformers.
MAPS@PLDI
(2021)
Tharindu Rusira Patabandi
,
Anand Venkat
,
Abhishek Kulkarni
,
Pushkar Ratnalikar
,
Mary W. Hall
,
Justin Gottschlich
Predictive data locality optimization for higher-order tensor computations.
MAPS@PLDI
(2021)
Gus Henry Smith
,
Andrew Liu
,
Steven Lyubomirsky
,
Scott Davidson
,
Joseph McMahan
,
Michael B. Taylor
,
Luis Ceze
,
Zachary Tatlock
Pure tensor program rewriting via access patterns (representation pearl).
MAPS@PLDI
(2021)