Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Mao, Qiheng"'
The code review comment (CRC) is pivotal in the process of modern code review. It provides reviewers with the opportunity to identify potential bugs, offer constructive feedback, and suggest improvements. Clear and concise code review comments (CRCs)
Externí odkaz:
http://arxiv.org/abs/2410.06515
Software vulnerabilities pose significant risks to the security and integrity of software systems. Prior studies have proposed various approaches to vulnerability detection using deep learning or pre-trained models. However, there is still a lack of
Externí odkaz:
http://arxiv.org/abs/2406.09701
The integration of Large Language Models (LLMs) with Graph Representation Learning (GRL) marks a significant evolution in analyzing complex data structures. This collaboration harnesses the sophisticated linguistic capabilities of LLMs to improve the
Externí odkaz:
http://arxiv.org/abs/2402.05952
Recent research has demonstrated the efficacy of pre-training graph neural networks (GNNs) to capture the transferable graph semantics and enhance the performance of various downstream tasks. However, the semantic knowledge learned from pretext tasks
Externí odkaz:
http://arxiv.org/abs/2310.14845
Recent studies have highlighted the limitations of message-passing based graph neural networks (GNNs), e.g., limited model expressiveness, over-smoothing, over-squashing, etc. To alleviate these issues, Graph Transformers (GTs) have been proposed whi
Externí odkaz:
http://arxiv.org/abs/2302.11329