4 papers
Time Series Forecasting based on Solana Digital Asset Dataset
Yufeng Xiao, Minxing Wang, Pavel Braslavski +1
Accurate analysis and forecasting of Solana digital assets require data that captures both token-level behavior and ecosystem-level DEX activity. This paper introduces, to the best…
TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems
Minxing Wang, Xiaofei Xie, Yintong Huo
Agentic systems have been widely studied to automate coding tasks such as bug fixing and feature implementation. As these systems increasingly operate on complex codebases, underst…
CelerLog: Fast Log Parsing via Dynamic Routing
Shiwen Shan, Yintong Huo, Minxing Wang +3
Log parsing is a fundamental step for automated log analysis, which transforms raw log messages into structured formats. Existing syntax-based parsers struggle with complex logs be…
Small is Beautiful: A Practical and Efficient Log Parsing Framework
Minxing Wang, Yintong Huo
Log parsing is a fundamental step in log analysis, partitioning raw logs into constant templates and dynamic variables. While recent semantic-based parsers leveraging Large Languag…