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Rishabh Singh โ most-cited papers & profile ยท AI for Code
โ authors
ยท
overview
Rishabh Singh
17
papers ยท
719
citations ยท
10
h-index
Illinois College ยท Peoria campus of the University of Illinois System
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
RobustFill: Neural Program Learning under Noisy I/O
2017 ยท 109 citations
Neuro-Symbolic Program Synthesis
2016 ยท 105 citations
TerpreT: A Probabilistic Programming Language for Program Induction
2016 ยท 82 citations
Not all bytes are equal: Neural byte sieve for fuzzing
2017 ยท 81 citations
Program Synthesis using Abstraction Refinement
2017 ยท 73 citations
Automated Correction for Syntax Errors in Programming Assignments using Recurrent Neural Networks
2016 ยท 72 citations
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis
2018 ยท 67 citations
Dynamic Neural Program Embedding for Program Repair
2017 ยท 55 citations
Semantic Code Repair using Neuro-Symbolic Transformation Networks
2017 ยท 29 citations
Synthetic Datasets for Neural Program Synthesis
2019 ยท 16 citations
Deep API Programmer: Learning to Program with APIs
2017 ยท 11 citations
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration
2020 ยท 5 citations
Latent Programmer: Discrete Latent Codes for Program Synthesis
2020 ยท 5 citations
Towards Mixed Optimization for Reinforcement Learning with Program Synthesis
2018 ยท 3 citations
Neural Program Synthesis with a Differentiable Fixer
2020 ยท 3 citations
Top co-authors
Pushmeet Kohli
ยท 8
Jacob Devlin
ยท 4
Abdel-rahman Mohamed
ยท 3
Charles Sutton
ยท 3
Surya Bhupatiraju
ยท 3
Alexander L. Gaunt
ยท 2
Daniel Tarlow
ยท 2
Jonathan Taylor
ยท 2
Jonathan Uesato
ยท 2
Marc Brockschmidt
ยท 2
Matthew Hausknecht
ยท 2
Nate Kushman
ยท 2
Topics
Software Engineering
Program Repair
Code Generation
Code Models
Bug Detection
Testing
Survey Paper
Code Translation