Chaofan Chen

Interpretable machine learning: Fundamental principles and 10 grand challenges

Cynthia Rudin, Chaofan Chen, Zhi Chen et al. · Statistics Surveys · 2022 · 844 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

This Looks Like That: Deep Learning for Interpretable Image Recognition

Chaofan Chen, Oscar Li, Chaofan Tao et al. · arXiv (Cornell University) · 2018 · 567 citations · Full text

Computing, Computer Science, Computer Vision +14

Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions

Oscar Li, Hao Liu, Chaofan Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 411 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

This Looks Like That: Deep Learning for Interpretable Image Recognition

Chaofan Chen, Oscar Li, Xiaohui Tao et al. · Neural Information Processing Systems · 2019 · 204 citations

Computing, Computer Science, Computer Vision +14

Salicylic acid-mediated plasmodesmal closure via Remorin-dependent lipid organization

Dingquan Huang, Yanbiao Sun, Zhiming Ma et al. · Proceedings of the National Academy of Sciences · 2019 · 161 citations · Full text

Natural Sciences, Plant Biology, Plant Pathology +17