15 citations · 22 across the 7 of their papers we have counts for
7 papers
One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization
Deze Wang, Boxing Chen, Shanshan Li +4
As pre-trained models automate many code intelligence tasks, a widely used paradigm is to fine-tune a model on the task dataset for each programming language. A recent study report…
Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding
Deze Wang, Zhouyang Jia, Shanshan Li +4
With the great success of pre-trained models, the pretrain-then-finetune paradigm has been widely adopted on downstream tasks for source code understanding. However, compared to co…
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…
deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search
Chen Zeng, Yue Yu, Shanshan Li +6
With the rapid increase in the amount of public code repositories, developers maintain a great desire to retrieve precise code snippets by using natural language. Despite existing…
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…
DepOwl: Detecting Dependency Bugs to Prevent Compatibility Failures
Zhouyang Jia, Shanshan Li, Tingting Yu +5
Applications depend on libraries to avoid reinventing the wheel. Libraries may have incompatible changes during evolving. As a result, applications will suffer from compatibility f…
On the Shoulders of Giants: Incremental Influence Maximization in Evolving Social Networks
Xiaodong Liu, Xiangke Liao, Shanshan Li +4
Identifying the most influential individuals can provide invaluable help in developing and deploying effective viral marketing strategies. Previous studies mainly focus on designin…