25 citations · 27 across the 7 of their papers we have counts for
7 papers
Generating High-Quality Datasets for Code Editing via Open-Source Language Models
Zekai Zhang, Mingwei Liu, Zhenxi Chen +7
Code editing plays a vital role in software engineering, requiring developers to adjust existing code according to natural language instructions while keeping functionality intact…
ConfLogger: Enhance Systems' Configuration Diagnosability through Configuration Logging
Shiwen Shan, Yintong Huo, Yuxin Su +3
Modern configurable systems offer customization via intricate configuration spaces, yet such flexibility introduces pervasive configuration-related issues such as misconfigurations…
AnomalyGen: An Automated Semantic Log Sequence Generation Framework with LLM for Anomaly Detection
Xinyu Li, Yingtong Huo, Chenxi Mao +4
The scarcity of high-quality public log datasets has become a critical bottleneck in advancing log-based anomaly detection techniques. Current datasets exhibit three fundamental li…
BACE-RUL: A Bi-directional Adversarial Network with Covariate Encoding for Machine Remaining Useful Life Prediction
Zekai Zhang, Dan Li, Shunyu Wu +4
Prognostic and Health Management (PHM) are crucial ways to avoid unnecessary maintenance for Cyber-Physical Systems (CPS) and improve system reliability. Predicting the Remaining U…
LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance
Jingwen Tan, Gopi Krishnan Rajbahadur, Zi Li +5
Dataset license compliance is a critical yet complex aspect of developing commercial AI products, particularly with the increasing use of publicly available datasets. Ambiguities i…
GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series
Gang Tu, Dan Li, Bingxin Lin +2
Unlike images and natural language tokens, time series data is highly semantically sparse, resulting in labor-intensive label annotations. Unsupervised and Semi-supervised Domain A…