Haoye Tian — accepted AI-conference papers

2024

CodeAgent: Autonomous Communicative Agents for Code Review

Xunzhu Tang, Kisub Kim, Yewei Song, Cedric Lothritz, Bei Li, Saad Ezzini +3

EMNLP 2024main

Code review, which aims at ensuring the overall quality and reliability of software, is a cornerstone of software development. Unfortunately, while crucial, Code review is a labor-intensive process that the research community is looking to automate. Existing automated methods rely on single input-ou…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗

2023

MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning

Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib +2

AAAI 2023technical

Representation learning of source code is essential for applying machine learning to software engineering tasks. Learning code representation from a multilingual source code dataset has been shown to be more effective than learning from single-language datasets separately, since more training data f…

Cited by 15 Source ↗PDF ↗code ↗Scholar ↗