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Wei Guan

3 accepted papers

2025

DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models

AAAI 2025technical

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 to note that infrequent behavior doesn't necessarily imply undesirability. To address this challenge, detecting anomali…

2025

Enhancing Graph-based Fraud Detection by Adversarial Confidence Reweighting

ICASSP 2025accepted

Graph-based fraud detection has emerged as a pivotal tool in risk management, leveraging the power of graph neural networks to enhance node representations by aggregating information from neighboring nodes. However, this aggregation process can sometimes introduce noise by incorporating neighbors fr…

Cited by 0SourceScholar
2025

Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms

AAAI 2025technical

Knowledge base question answering (KBQA) refers to the system that produces answers to user queries by reasoning with a large-scale structured knowledge base. Advanced works have achieved great success either by generating logical forms (LF) or directly generating answers. Although the former typica…

Cited by 0SourcePDFScholar