5 papers
TeleGen: Improving LLM-Based Web Application Generation via Runtime Telemetry
Yujia Luo, Haonan Zhang, Jiasi Shen +2
Large language models can generate runnable web applications from natural-language requirements, but many generated applications still fail interactive tasks. Existing generate-exe…
Multi-Agent Systems for Dataset Adaptation in Software Engineering: Capabilities, Limitations, and Future Directions
Jingyi Chen, Xiaoyan Guo, Songqiang Chen +2
Automating the adaptation of software engineering (SE) research artifacts across datasets is essential for scalability and reproducibility, yet it remains largely unstudied. Recent…
Dynamic Graph-based Fingerprinting of In-browser Cryptomining
Tanapoom Sermchaiwong, Jiasi Shen
The decentralized and unregulated nature of cryptocurrencies, combined with their monetary value, has made them a vehicle for various illicit activities. One such activity is crypt…
Automatic Synthesis of Parallel Unix Commands and Pipelines with KumQuat
Jiasi Shen, Martin Rinard, Nikos Vasilakis
We present KumQuat, a system for automatically generating data parallel implementations of Unix shell commands and pipelines. The generated parallel versions split input streams, e…
Characterizing Developer Use of Automatically Generated Patches
José Pablo Cambronero, Jiasi Shen, Jürgen Cito +2
We present a study that characterizes the way developers use automatically generated patches when fixing software defects. Our study tasked two groups of developers with repairing…