Zerui Wang

A Trustworthy View on XAI Method Evaluation

2022

As the demand grows to develop end-user trust in AI models, practitioners start to build and configure customized XAI (Explainable Artificial Intelligence) methods. The challenge is the lack of systematic evaluation of the newly proposed …

XAIport: A Service Framework for the Early Adoption of XAI in AI Model Development

2024

In this study, we propose the early adoption of Explainable AI (XAI) with a focus on three properties: Quality of explanation, the explanation summaries should be consistent across multiple XAI methods; Architectural Compatibility, for effective …