5 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.HC2023★ 1 cited
Explanation Strategies for Image Classification in Humans vs. Current Explainable AI
Ruoxi Qi, Yueyuan Zheng, Yi Yang +2
Explainable AI (XAI) methods provide explanations of AI models, but our understanding of how they compare with human explanations remains limited. In image classification, we found…
cs.AI2021★ 5 cited
Resisting Out-of-Distribution Data Problem in Perturbation of XAI
Luyu Qiu, Yi Yang, Caleb Chen Cao +5
With the rapid development of eXplainable Artificial Intelligence (XAI), perturbation-based XAI algorithms have become quite popular due to their effectiveness and ease of implemen…
cs.HC2021★ 4 cited
Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI)
Janet Hui-wen Hsiao, Hilary Hei Ting Ngai, Luyu Qiu +2
More recently, Explainable Artificial Intelligence (XAI) research has shifted to focus on a more pragmatic or naturalistic account of understanding, that is, whether the stakeholde…