3 citations · 6 across the 7 of their papers we have counts for
7 papers
Who is in Charge here? Understanding How Runtime Configuration Affects Software along with Variables&Constants
Chaopeng Luo, Yuanliang Zhang, Haochen He +5
Runtime misconfiguration can lead to software performance degradation and even cause failure. Developers typically perform sanity checks during the configuration parsing stage to p…
Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar
Yuanliang Zhang, Yifan Xie, Shanshan Li +11
Recently, large language models (LLMs) have shown strong potential in code generation tasks. However, there are still gaps before they can be fully applied in actual software devel…
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation
Yingwei Ma, Yue Yu, Shanshan Li +5
Large language models (LLMs) have showcased remarkable prowess in code generation. However, automated code generation is still challenging since it requires a high-level semantic m…
At Which Training Stage Does Code Data Help LLMs Reasoning?
Yingwei Ma, Yue Liu, Yue Yu +4
Large Language Models (LLMs) have exhibited remarkable reasoning capabilities and become the foundation of language technologies. Inspired by the great success of code data in trai…
Clone-based code method usage pattern mining
Zhipeng Xue, Yuanliang Zhang, Rulin Xu
When programmers retrieve a code method and want to reuse it, they need to understand the usage patterns of the retrieved method. However, it is difficult to obtain usage informati…
ConfInLog: Leveraging Software Logs to Infer Configuration Constraints
Shulin Zhou, Xiaodong Liu, Shanshan Li +5
Misconfigurations have become the dominant causes of software failures in recent years, drawing tremendous attention for their increasing prevalence and severity. Configuration con…
An Evolutionary Study of Configuration Design and Implementation in Cloud Systems
Yuanliang Zhang, Haochen He, Owolabi Legunsen +3
Many techniques were proposed for detecting software misconfigurations in cloud systems and for diagnosing unintended behavior caused by such misconfigurations. Detection and diagn…