软件工程中的机器学习方法

← 返回到实验室

出版物

2023 年 9 月
Aleksandra Eliseeva, Yaroslav Sokolov, Egor Bogomolov, Yaroslav Golubev, Danny Dig, Timofey Bryksin

From Commit Message Generation to History-Aware Commit Message Completion

第 38 届 IEEE/ACM 自动化软件工程国际会议 (ASE‘23)

2023 年 9 月
Mikhail Evtikhiev, Egor Bogomolov, Yaroslav Sokolov, Timofey Bryksin

Out of the BLEU: how should we assess quality of the Code Generation models?

Journal of Systems and Software

年 8 月 2023 日
Agnia Sergeyuk, Sergey Titov, Yaroslav Golubev, Timofey Bryksin

Overcoming the Mental Set Effect in Programming Problem Solving

第 34 届编程心理学兴趣小组年度研讨会 (PPIG’23)

7 月 2023 日
Vseslav Kasatskii, Agnia Serheyuk, Anastasiia Serova, Sergey Titov, Timofey Bryksin

The Effect of Perceptual Load on Performance within IDE in People with ADHD Symptoms

第 17 届国际增强认知会议 (AC’23)

7 月 2023 日
Anastasiia Birillo, Elizaveta Artser, Yaroslav Golubev, Maria Tigina, Hieke Keuning, Nikolay Vyahhi, Timofey Bryksin

Detecting Code Quality Issues in Pre-written Templates of Programming Tasks in Online Courses

第 28 届 ACM 计算机科学教育创新与技术会议 (ITiCSE’23)

2023 年 6 月
Eman Abdullah AlOmar, Anton Ivanov, Zarina Kurbatova, Yaroslav Golubev, Mohamed Wiem Mkaouer, Ali Ouni, Timofey Bryksin, Le Nguyen, Amit Kini, Aditya Thakur

Just-in-time Code Duplicates Extraction

Information and Software Technology

5 月 2023 日
Konstantin Grotov, Sergey Titov, Alexandr Suhinin, Yaroslav Golubev, Timofey Bryksin

Optimizing Duplicate Size Thresholds in IDEs

第 20 届国际软件仓库挖掘会议 (MSR‘23)

5 月 2023 日
Dmitry Pasechnyuk, Anton Prazdnichnykh, Mikhail Evtikhiev, Timofey Bryksin

Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks

第 45 届 IEEE/ACM 国际软件工程会议 (ICSE’23)

5 月 2023 日
Maria Tigina, Anastasiia Birillo, Yaroslav Golubev, Hieke Keuning, Nikolay Vyahhi, Timofey Bryksin

Analyzing the Quality of Submissions in Online Programming Courses

第 45 届 IEEE/ACM 国际软件工程会议 (ICSE’23)

5 月 2023 日
Malinda Dilhara, Danny Dig, Ameya Ketkar

PyEvolve: Automating Frequent Code Changes in Python ML Systems

第 45 届 IEEE/ACM 国际软件工程会议 (ICSE’23)

2023 年 4 月
Sergey Titov, Agnia Sergeyuk, Timofey Bryksin

What Writing Assistants Can Learn from Programming IDEs

第 2 届智能交互式编写助手研讨会 (In2Writing'23)

2023 年 1 月
Artyom Lobanov, Egor Bogomolov, Yaroslav Golubev, Mikhail Mirzayanov, Timofey Bryksin

Predicting Tags for Programming Tasks by Combining Textual And Source Code Data

arXiv pre-print

November 2022
Vitaliy Bibaev, Alexey Kalina, Vadim Lomshakov, Yaroslav Golubev, Alexander Bezzubov, Nikita Povarov, Timofey Bryksin

All You Need Is Logs: Improving Code Completion by Learning from Anonymous IDE Usage Logs

ACM 欧洲软件工程联合会议与软件工程基础研讨会 (ESEC/FSE'22)

2022 年 10 月
Eman Abdullah AlOmar, Anton Ivanov, Zarina Kurbatova, Yaroslav Golubev, Mohamed Wiem Mkaouer, Ali Ouni, Timofey Bryksin, Le Nguyen, Amit Kini, Aditya Thakur

AntiCopyPaster: Extracting Code Duplicates As Soon As They Are Introduced in the IDE

第 37 届 IEEE/ACM 自动化软件工程国际会议 (ASE'22)

2022 年 9 月
Yaroslav Golubev, Egor Bogomolov, Egor Bulychev, Timofey Bryksin

So Much in So Little: Creating Lightweight Embeddings of Python Libraries

arXiv pre-print

June 2022
Ilya Utkin, Egor Spirin, Egor Bogomolov, Timofey Bryksin

Evaluating the Impact of Source Code Parsers on ML4SE Models

arXiv pre-print

June 2022
Maksim Zubkov, Egor Spirin, Egor Bogomolov, Timofey Bryksin

Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection

arXiv pre-print

June 2022
Egor Bogomolov, Sergey Zhuravlev, Egor Spirin, Timofey Bryksin

Assessing Project-Level Fine-Tuning of ML4SE Models

arXiv pre-print

5 月 2022 日
Anastasiia Birillo, Elena Lyulina, Maria Malysheva, Vladislav Tankov, Timofey Bryksin

Reflekt: a Library for Compile-Time Reflection in Kotlin

第 44 届 IEEE/ACM 国际软件工程会议 (ICSE'22)

5 月 2022 日
Oleg Smirnov, Ameya Ketkar, Timofey Bryksin, Nikolaos Tsantalis, Danny Dig

IntelliTC: Automating Type Changes in IntelliJ IDEA

第 44 届 IEEE/ACM 国际软件工程会议 (ICSE'22)

5 月 2022 日
Anna Vlasova, Maria Tigina, Ilya Vlasov, Anastasiia Birillo, Yaroslav Golubev, Timofey Bryksin

Lupa: A Framework for Large Scale Analysis of the Programming Language Usage

第 19 届挖掘软件仓库国际会议 (MSR‘22)

5 月 2022 日
Konstantin Grotov, Sergey Titov, Vladimir Sotnikov, Yaroslav Golubev, Timofey Bryksin

A Large-Scale Comparison of Python Code in Jupyter Notebooks and Scripts

ACM SIGSOFT 杰出论文奖

第 19 届挖掘软件仓库国际会议 (MSR‘22)

5 月 2022 日
Fuxiang Chen, Fatemeh Fard, David Lo, Timofey Bryksin

On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages

第 30 届 IEEE/ACM 程序理解国际会议 (ICPC‘22)

5 月 2022 日
Ameya Ketkar, Oleg Smirnov, Nikolaos Tsantalis, Danny Dig, Timofey Bryksin

Inferring and Applying Type Changes

第 44 届 IEEE/ACM 国际软件工程会议 (ICSE'22)

2022 年 4 月
Nikolay Karasov, Aleksandr Khvorov, Roman Vasiliev, Yaroslav Golubev, Timofey Bryksin

Aggregation of Stack Trace Similarities for Crash Report Deduplication

arXiv pre-print

2022 年 3 月
Denis Sushentsev, Aleksandr Khvorov, Roman Vasiliev, Yaroslav Golubev, Timofey Bryksin

DapStep: Deep Assignee Prediction for Stack Trace Error rePresentation

第 29 届 IEEE 软件分析、演进和再工程国际会议 (SANER‘22)

2022 年 3 月
Sergey Titov, Yaroslav Golubev, Timofey Bryksin

ReSplit: Improving the Structure of Jupyter Notebooks by Re-Splitting Their Cells

第 29 届 IEEE 软件分析、演进和再工程国际会议 (SANER‘22)

2022 年 3 月
Anastasiia Birillo, Ilya Vlasov, Artyom Burylov, Vitalii Selishchev, Artyom Goncharov, Elena Tikhomirova, Nikolay Vyahhi, Timofey Bryksin

Hyperstyle: A Tool for Assessing the Code Quality of Solutions to Programming Assignments

2022 年 ACM SIGCSE 技术研讨会 (SIGCSE‘22)

November 2021
Zarina Kurbatova, Vladimir Kovalenko, Ioana Savu, Bob Brockbernd, Dan Andreescu, Matei Anton, Roman Venediktov, Elena Tikhomirova, Timofey Bryksin

RefactorInsight: Enhancing IDE Representation of Changes in Git with Refactorings Information

第 36 届 IEEE/ACM 自动化软件工程国际会议 (ASE‘21)

November 2021
Zarina Kurbatova, Yaroslav Golubev, Vladimir Kovalenko, Timofey Bryksin

The IntelliJ Platform: a Framework for Building Plugins and Mining Software Data

第 5 届重构国际研讨会 (IWoR‘21)

November 2021
Oleg Smirnov, Artyom Lobanov, Yaroslav Golubev, Elena Tikhomirova, Timofey Bryksin

Revizor: A Data-Driven Approach to Automate Frequent Code Changes Based on Graph Matching

第 36 届 IEEE/ACM 自动化软件工程国际会议 (ASE‘21)

November 2021
Vladislav Tankov, Dmitriy Valchuk, Yaroslav Golubev, Timofey Bryksin

Infrastructure in Code: Towards Developer-Friendly Cloud Applications

第 36 届 IEEE/ACM 自动化软件工程国际会议 (ASE‘21)

November 2021
Tongjie Wang, Yaroslav Golubev, Oleg Smirnov, Jiawei Li, Timofey Bryksin, Iftekhar Ahmed

PyNose: A Test Smell Detector For Python

第 36 届 IEEE/ACM 自动化软件工程国际会议 (ASE‘21)

2021 年 10 月
Yaroslav Golubev, Timofey Bryksin

On the Nature of Code Cloning in Open-Source Java Projects

第 15 届软件克隆国际研讨会 (IWSC‘21)

2021 年 9 月
Dmitry Pogrebnoy, Ivan Kuznetsov, Yaroslav Golubev, Vladislav Tankov, Timofey Bryksin

Sorrel: an IDE Plugin for Managing Licenses and Detecting License Incompatibilities

最佳工具演示奖

第 37 届软件维护与演进国际会议 (ICSME‘21)

年 8 月 2021 日
Mikhail Pravilov, Egor Bogomolov, Yaroslav Golubev, Timofey Bryksin

Unsupervised Learning of General-Purpose Embeddings for Code Changes

第 5 届软件质量演进机器学习技术国际研讨会 (MaLTeSQuE‘21)

年 8 月 2021 日
Egor Bogomolov, Vladimir Kovalenko, Alberto Bacchelli, Timofey Bryksin

Authorship Attribution of Source Code: A Language-Agnostic Approach and Applicability in Software Engineering

ACM 欧洲软件工程联合会议与软件工程基础研讨会 (ESEC/FSE'21)

年 8 月 2021 日
Yaroslav Golubev, Zarina Kurbatova, Eman Abdullah AlOmar, Timofey Bryksin, Mohamed Wiem Mkaouer

One Thousand and One Stories: A Large-Scale Survey of Software Refactoring

ACM 欧洲软件工程联合会议与软件工程基础研讨会 (ESEC/FSE'21)

5 月 2021 日
Egor Spirin, Egor Bogomolov, Vladimir Kovalenko, Timofey Bryksin

PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code

第 18 届挖掘软件仓库国际会议 (MSR‘21)

5 月 2021 日
Yaroslav Golubev, Jiawei Li, Viacheslav Bushev, Timofey Bryksin, Iftekhar Ahmed

Changes from the Trenches: Should We Automate Them?

arXiv pre-print

2021 年 3 月
Elena Lyulina, Anastasiia Birillo, Vladimir Kovalenko, Timofey Bryksin

TaskTracker-tool: a Toolkit for Tracking of Code Snapshots and Activity Data During Solution of Programming Tasks

2021 年 ACM SIGCSE 技术研讨会 (SIGCSE‘21)

2021 年 3 月
Yaroslav Golubev, Viktor Poletansky, Nikita Povarov, Timofey Bryksin

Multi-Threshold Token-Based Code Clone Detection

第 28 届 IEEE 软件分析、演进和再工程国际会议 (SANER‘21)

2020 年 9 月
Egor Bogomolov, Yaroslav Golubev, Artyom Lobanov, Vladimir Kovalenko, Timofey Bryksin

Sosed: a Tool for Finding Similar Software Projects

第 35 届 IEEE/ACM 自动化软件工程国际会议 (ASE‘20)

2020 年 9 月
Paul Ralph, Sebastian Baltes, Gianisa Adisaputri, Richard Torkar, Vladimir Kovalenko, Marcos Kalinowski, Nicole Novielli, Shin Yoo, Xavier Devroey, Xin Tan, Minghui Zhou, Burak Turhan, Rashina Hoda, Hideaki Hata, Gregorio Robles, Amin Milani Fard, Rana Alkadhi

Pandemic Programming: How COVID-19 Affects Software Developers And How Their Organizations Can Help

Empirical Software Engineering (EMSE)

2020 年 9 月
Nico Ritschel, Vladimir Kovalenko, Reid Holmes, Ron Garcia, David C. Shepherd

Comparing Block-based Programming Models for Two-armed Robots

IEEE Transactions on Software Engineering

June 2020
Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin, Alberto Bacchelli

Building Implicit Vector Representations of Individual Coding Style

第 13 届软件工程协作和人为因素国际研讨会 (Chase‘20)

June 2020
Timofey Bryksin, Victor Petukhov, Ilya Alexin, Stanislav Prikhodko, Alexey Shpilman, Vladimir Kovalenko, Nikita Povarov

Using Large-Scale Anomaly Detection on Code to Improve Kotlin Compiler

第 17 届挖掘软件仓库国际会议 (MSR‘20)

June 2020
Yaroslav Golubev, Maria Eliseeva, Nikita Povarov, Timofey Bryksin

A Study of Potential Code Borrowing and License Violations in Java Projects on GitHub

第 17 届挖掘软件仓库国际会议 (MSR‘20)

June 2020
Zarina Kurbatova, Ivan Veselov, Yaroslav Golubev, Timofey Bryksin

Recommendation of Move Method Refactoring Using Path-Based Representation of Code

第 4 届重构国际研讨会 (IWoR‘20)

June 2020
Sergey Svitkov, Timofey Bryksin

Visualization of Methods Changeability Based on VCS Data

第 17 届挖掘软件仓库国际会议 (MSR‘20)

November 2019
Vladislav Tankov, Yaroslav Golubev, Timofey Bryksin

Kotless: a Serverless Framework for Kotlin

第 34 届 IEEE/ACM 自动化软件工程国际会议 (ASE‘19)

June 2019
Artyom Lobanov, Timofey Bryksin, Alexey Shpilman

Automatic Classification of Error Types in Solutions to Programming Assignments at Online Learning Platform

第 20 届人工智能教育国际会议 (AED‘19)

5 月 2019 日
Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin, Alberto Bacchelli

PathMiner: A Library for Mining of Path-Based Representations of Code

第 16 届挖掘软件仓库国际会议 (MSR‘19)

5 月 2019 日
Evgenii Novozhilov, Ivan Veselov, Mikhail Pravilov, Timofey Bryksin

Evaluation of Move Method Refactorings Recommendation Algorithms: Are We Doing It Right?

第 3 届重构国际研讨会 (IWoR‘19)

2018 年 9 月
Timofey Bryksin, Evgenii Novozhilov, Aleksei Shpilman

Automatic Recommendation of Move Method Refactorings Using Clustering Ensembles

第 2 届重构国际研讨会 (IWoR‘18)

2018 年 9 月
Vladimir Kovalenko, Nava Tintarev, Evgeny Pasynkov, Christian Bird, Alberto Bacchelli

Does Reviewer Recommendation Help Developers?

IEEE Transactions on Software Engineering

2018 年 9 月
Vladimir Kovalenko, Fabio Palomba, Alberto Bacchelli

Mining File Histories: Should We Consider Branches?

第 33 届 ACM/IEEE 自动化软件工程国际会议 (ASE‘18)

7 月 2018 日
Timofey Bryksin, Victor Petukhov, Kirill Smirenko, Nikita Povarov

Detecting Anomalies in Kotlin Code

第 2 届编程语言机器学习技术国际研讨会 (ML4PL‘18)

June 2018
Timofey Bryskin, Alexey Shpilman, Daniel Kudenko

Automated Refactoring of Object-Oriented Code Using Clustering Ensembles

AAAI 软件工程自然语言处理研讨会 (NLP4SE‘18)

5 月 2018 日
Vladimir Kovalenko, Alberto Bacchelli

Code Review for Newcomers: Is It Different?

第 11 届软件工程协作和人为因素国际研讨会 (Chase‘18)

2018 年 4 月
Vladislav Tankov, Timofey Bryksin

Data-Based Code Synthesis in IntelliJ IDEA

第 3 届软件工程与信息管理会议 (SEIM'18)