Alexey Svyatkovskiy
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
8
Active years
2017–2023
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ACL | Code Execution with Pre-trained Language Models. | Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan, Nan Duan |
| 2022 | ACL | ReACC: A Retrieval-Augmented Code Completion Framework. | Shuai Lu, Nan Duan, Hojae Han, Daya Guo, Seung-won Hwang, Alexey Svyatkovskiy |
| 2022 | AST | Generating Accurate Assert Statements for Unit Test Cases using Pretrained Transformers. | Michele Tufano, Dawn Drain, Alexey Svyatkovskiy, Neel Sundaresan |
| 2022 | ICLR | Learning to Complete Code with Sketches. | Daya Guo, Alexey Svyatkovskiy, Jian Yin, Nan Duan, Marc Brockschmidt, Miltiadis Allamanis |
| 2022 | MSR | METHODS2TEST: A dataset of focal methods mapped to test cases. | Michele Tufano, Shao Kun Deng, Neel Sundaresan, Alexey Svyatkovskiy |
| 2021 | EMNLP | Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy. | Colin B. Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy |
| 2021 | ICLR | GraphCodeBERT: Pre-training Code Representations with Data Flow. | Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou |
| 2021 | MSR | Fast and Memory-Efficient Neural Code Completion. | Alexey Svyatkovskiy, Sebastian Lee, Anna Hadjitofi, Maik Riechert, Juliana Vicente Franco, Miltiadis Allamanis |
| 2021 | PLDI | Generating bug-fixes using pretrained transformers. | Dawn Drain, Chen Wu, Alexey Svyatkovskiy, Neel Sundaresan |
| 2020 | EMNLP | PyMT5: multi-mode translation of natural language and Python code with transformers. | Colin B. Clement, Dawn Drain, Jonathan Timcheck, Alexey Svyatkovskiy, Neel Sundaresan |
| 2019 | KDD | Pythia: AI-assisted Code Completion System. | Alexey Svyatkovskiy, Ying Zhao, Shengyu Fu, Neel Sundaresan |
| 2017 | SC | Training distributed deep recurrent neural networks with mixed precision on GPU clusters. | Alexey Svyatkovskiy, Julian Kates-Harbeck, William Tang |