Resisting Out-of-Distribution Data Problem in Perturbation of XAI. - Luyu Qiu; Yi Yang 090; Caleb Chen Cao; Jing Liu; Yueyuan Zheng; Hilary Hei Ting Ngai; Janet H. Hsiao; Lei Chen 002 (CoRR, 2021)

Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI). - Janet Hui-wen Hsiao; Hilary Hei Ting Ngai; Luyu Qiu; Yi Yang 090; Caleb Chen Cao (CoRR, 2021)

HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations. - Yi Yang 090; Yueyuan Zheng; Didan Deng; Jindi Zhang; Yongxiang Huang; Yumeng Yang; Janet H. Hsiao; Caleb Chen Cao (HCOMP, 2022)

Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data. - Luyu Qiu; Yi Yang 090; Caleb Chen Cao; Yueyuan Zheng; Hilary Hei Ting Ngai; Janet Hui-wen Hsiao; Lei Chen 002 (WWW, 2022)

Individual differences in explanation strategies for image classification and implications for explainable AI. - Ruoxi Qi; Yueyuan Zheng; Yi Yang 090; Jindi Zhang; Janet H. Hsiao (CogSci, 2023)

Explanation Strategies for Image Classification in Humans vs. Current Explainable AI. - Ruoxi Qi; Yueyuan Zheng; Yi Yang 090; Caleb Chen Cao; Janet H. Hsiao (CoRR, 2023)