Yi Yang

According to our database, Yi Yang authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Explanation Strategies for Image Classification in Humans vs. Current Explainable AI.

Ruoxi Qi, Yueyuan Zheng, Yi Yang, Caleb Chen Cao, Janet H. Hsiao

CoRR, 2023

Individual differences in explanation strategies for image classification and implications for explainable AI.

Ruoxi Qi, Yueyuan Zheng, Yi Yang, Jindi Zhang, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data.

Luyu Qiu, Yi Yang, Caleb Chen Cao, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet Hui-wen Hsiao, Lei Chen

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations.

Yi Yang, Yueyuan Zheng, Didan Deng, Jindi Zhang, Yongxiang Huang, Yumeng Yang, Janet H. Hsiao, Caleb Chen Cao

Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, 2022

2021

Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI).

Janet Hui-wen Hsiao, Hilary Hei Ting Ngai, Luyu Qiu, Yi Yang, Caleb Chen Cao

CoRR, 2021

Resisting Out-of-Distribution Data Problem in Perturbation of XAI.

Luyu Qiu, Yi Yang, Caleb Chen Cao, Jing Liu, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet H. Hsiao, Lei Chen

CoRR, 2021