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Mon 13 Jun

Displayed time zone: Pacific Time (US & Canada) change

09:00 - 10:00
Morning IMAPS at Boardroom
Chair(s): Charles Sutton Google Research
09:00
45m
Keynote
Competitive Programming with AlphaCodevirtual
MAPS
Yujia Li Deepmind
10:30 - 12:00
Morning IIMAPS at Boardroom +12h
Chair(s): Satish Chandra Facebook
10:30
45m
Keynote
Improving Software Reliability using Machine Learningvirtual
MAPS
Baishakhi Ray Columbia University
11:15
15m
Talk
Productivity Assessment of Neural Code Completion
MAPS
Pre-print
11:30
15m
Talk
Predictive Synthesis of API-Centric Code
MAPS
Daye Nam CMU, Carnegie Mellon University, Baishakhi Ray Columbia University, Seohyun Kim Meta, xianshan qu , Satish Chandra Facebook
Pre-print
11:45
15m
Talk
From Perception to Programs: Regularize, Overparameterize, and Amortize
MAPS
Hao Tang Cornell University, Kevin Ellis Cornell University
13:30 - 15:00
AfternoonMAPS at Boardroom +12h
Chair(s): Charles Sutton Google Research
13:30
45m
Keynote
Can Transformers Code?virtual
MAPS
14:15
15m
Talk
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Modelsvirtual
MAPS
Md Rafiqul Islam Rabin University of Houston, Aftab Hussain University of Houston, Amin Alipour University of Houston
DOI Pre-print
14:30
15m
Talk
A Systematic Evaluation of Large Language Models of Codevirtual
MAPS
Frank F. Xu Carnegie Mellon University, Uri Alon Carnegie Mellon University, Graham Neubig Carnegie Mellon University, Vincent J. Hellendoorn Carnegie Mellon University
14:45
15m
Poster
Poster Session
MAPS

15:30 - 17:00
EveningMAPS at Boardroom +12h
Chair(s): Swarat Chaudhuri University of Texas at Austin
15:30
45m
Keynote
Unsupervised Program Synthesis: Hierarchy and Perception
MAPS
Kevin Ellis Cornell University
16:15
15m
Talk
ExeBench: An ML-scale dataset of executable C functions
MAPS
Jordi Armengol-Estapé University of Edinburgh, Jackson Woodruff University of Edinburgh, Alexander Brauckmann University of Edinburgh, José Wesley de Souza Magalhães University of Edinburgh, Michael F. P. O'Boyle University of Edinburgh
16:30
15m
Talk
Automatically Debugging AutoML Pipelines Using Maro: ML Automated Remediation Oracle
MAPS
Julian Dolby IBM Research, USA, Jason Tsay IBM Research, Martin Hirzel IBM Research
16:45
15m
Talk
A Graph Neural Network-based performance model for Deep Learning Applications
MAPS
Shikhar Singh University of Texas, James Hegarty Facebook, Hugh Leather University of Edinburgh, UK, Benoit Steiner Facebook

Tue 14 Jun

Displayed time zone: Pacific Time (US & Canada) change

01:30 - 03:00
AfternoonMAPS at Boardroom
01:30
45m
Keynote
Can Transformers Code?virtual
MAPS
02:15
15m
Talk
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Modelsvirtual
MAPS
Md Rafiqul Islam Rabin University of Houston, Aftab Hussain University of Houston, Amin Alipour University of Houston
DOI Pre-print
02:30
15m
Talk
A Systematic Evaluation of Large Language Models of Codevirtual
MAPS
Frank F. Xu Carnegie Mellon University, Uri Alon Carnegie Mellon University, Graham Neubig Carnegie Mellon University, Vincent J. Hellendoorn Carnegie Mellon University
02:45
15m
Poster
Poster Session
MAPS

03:30 - 05:00
EveningMAPS at Boardroom
03:30
45m
Keynote
Unsupervised Program Synthesis: Hierarchy and Perception
MAPS
Kevin Ellis Cornell University
04:15
15m
Talk
ExeBench: An ML-scale dataset of executable C functions
MAPS
Jordi Armengol-Estapé University of Edinburgh, Jackson Woodruff University of Edinburgh, Alexander Brauckmann University of Edinburgh, José Wesley de Souza Magalhães University of Edinburgh, Michael F. P. O'Boyle University of Edinburgh
04:30
15m
Talk
Automatically Debugging AutoML Pipelines Using Maro: ML Automated Remediation Oracle
MAPS
Julian Dolby IBM Research, USA, Jason Tsay IBM Research, Martin Hirzel IBM Research
04:45
15m
Talk
A Graph Neural Network-based performance model for Deep Learning Applications
MAPS
Shikhar Singh University of Texas, James Hegarty Facebook, Hugh Leather University of Edinburgh, UK, Benoit Steiner Facebook