The ByteDance Software Engineering Lab envisions achieving safe and trusted intelligent automated software engineering. We are dedicated to accelerating the integration and complementarity of software engineering and artificial intelligence, driving technological advancements in every aspect of software development. To achieve this goal, we bring together the best researchers and development engineers from diverse fields and backgrounds to address the challenges faced by ByteDance and the entire software engineering community.
News and Blogs
We are delighted to announce that MarsCode Agent is ranked 1st place in SWE-bench Lite, a benchmark to evaluate large language models and agents on solving real-world github issues.
Publications
(2024).
RepoSim: Evaluating Prompt Strategies for Code Completion via User Behavior Simulation.
In proceedings of ASE 2024.
(2024).
CoEdPilot: Recommending Code Edits with Learned Prior Edit Relevance, Project-wise Awareness, and Interactive Nature.
In proceedings of ISSTA 2024.
(2024).
MarsCode Agent: AI-native Automated Bug Fixing.
arXiv.
(2024).
Neat: Mobile App Layout Similarity Comparison based on Graph Convolutional Networks.
In proceedings of FSE 2024.
(2024).
Hawkeye: Change-targeted Testing for Android Apps based on Deep Reinforcement Learning.
In proceedings of ICSE 2024 SEIP.
(2024).
DevBench: A Comprehensive Benchmark for Software Development.
arXiv.
(2023).
AG3: Automated Game GUI Text Glitch Detection based on Computer Vision.
In proceedings of ESEC/FSE 2023.
(2023).
Virtual Device Farms for Mobile App Testing at Scale: A Pursuit for Fidelity, Efficiency, and Accessibility.
In proceedings of MobiCom 2023.
(2023).
Effective Concurrency Testing for Go via Directional Primitive-constrained Interleaving Exploration.
In proceedings of ASE 2023.
Collaborated Universities
We have established cooperative relationship with top universities over the world.
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