11 citations · 18 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 1 cited
GLOW: Graph-Language Co-Encoding for Agentic Workflow Performance Prediction
Wei Guan, Jian Cao, Jinyu Cai +3
Agentic Workflows (AWs) have emerged as a promising paradigm for solving complex tasks. However, automatically generating high-quality AWs remains expensive because AW optimization…
cs.SE2024★ 6 cited
LogLLM: Log-based Anomaly Detection Using Large Language Models
Wei Guan, Jian Cao, Shiyou Qian +2
Software systems often record important runtime information in logs to help with troubleshooting. Log-based anomaly detection has become a key research area that aims to identify s…
cs.CL2024★ 11 cited
DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models
Wei Guan, Jian Cao, Jianqi Gao +2
Detecting anomalies in business processes is crucial for ensuring operational success. While many existing methods rely on statistical frequency to detect anomalies, it's important…