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cs.HC2026★ 1 cited
Comparables XAI: Faithful Example-based AI Explanations with Counterfactual Trace Adjustments
Yifan Zhang, Tianle Ren, Fei Wang +1
Explaining with examples is an intuitive way to justify AI decisions. However, it is challenging to understand how a decision value should change relative to the examples with many…
cs.HC2026★ 1 cited
Transferable XAI: Relating Understanding Across Domains with Explanation Transfer
Fei Wang, Yifan Zhang, Brian Y. Lim
Current Explainable AI (XAI) focuses on explaining a single application, but when encountering related applications, users may rely on their prior understanding from previous expla…