Alexey Svyatkovskiy

Alexey Svyatkovskiy

Princeton University

H-index: 200

North America-United States

About Alexey Svyatkovskiy

Alexey Svyatkovskiy, With an exceptional h-index of 200 and a recent h-index of 99 (since 2020), a distinguished researcher at Princeton University, specializes in the field of Particle physics, Machine learning, Computational Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Source code patch generation with retrieval-augmented transformer

Custom models for source code generation via prefix-tuning

Debugging tool for code generation neural language models

Code generation through reinforcement learning using code-quality rewards

Automatic generation of assert statements for unit test cases

Code generation with reinforcement learning

Transfer learning system for automated software engineering tasks

Unit test case generation with transformers

Alexey Svyatkovskiy Information

University

Position

Microsoft Purdue University

Citations(all)

159712

Citations(since 2020)

51449

Cited By

125775

hIndex(all)

200

hIndex(since 2020)

99

i10Index(all)

604

i10Index(since 2020)

495

Email

University Profile Page

Google Scholar

Alexey Svyatkovskiy Skills & Research Interests

Particle physics

Machine learning

Computational Science

Top articles of Alexey Svyatkovskiy

Source code patch generation with retrieval-augmented transformer

2024/4/25

Custom models for source code generation via prefix-tuning

2023/5/25

Debugging tool for code generation neural language models

2024/3/28

Code generation through reinforcement learning using code-quality rewards

2024/3/26

Automatic generation of assert statements for unit test cases

2023/11/28

Code generation with reinforcement learning

2024/2/22

Transfer learning system for automated software engineering tasks

2024/2/13

Unit test case generation with transformers

2024/2/6

Multi-lingual line-of-code completion system

2024/1/25

Syntax subtree code strengthening

2024/1/4

Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation

arXiv preprint arXiv:2310.02368

2023/10/3

Alexey Svyatkovskiy
Alexey Svyatkovskiy

H-Index: 138

Code adaptation through deep learning

2023/9/28

Constrained decoding for source code generation

2023/9/7

Long-range modeling of source code files by syntax hierarchy

2023/8/10

Model quantization for software engineering tasks

2023/7/13

Implementation of AI/DEEP learning disruption predictor into a plasma control system

Contributions to Plasma Physics

2023/6

Custom models for source code generation

2023/5/25

Code execution with pre-trained language models

arXiv preprint arXiv:2305.05383

2023/5/8

Shuai Lu
Shuai Lu

H-Index: 12

Alexey Svyatkovskiy
Alexey Svyatkovskiy

H-Index: 138

Automated program repair tool

2023/4/13

See List of Professors in Alexey Svyatkovskiy University(Princeton University)