3 papers
cs.LG2026
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…
cs.SE2025
Evolving Triple Knowledge-Augmented LLMs for Code Translation in Repository Context
Guangsheng Ou, Mingwei Liu, Yuxuan Chen +5
Large language models (LLMs) have behaved well in function-level code translation without repository-level context. However, the performance of LLMs in repository-level context cod…
cs.SE2025
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…