A novel network construction via nodes mergence approach. - Ruihan Zhang 002; Letong Zhao; Xianhan Zhang; Yijing Li; Xiaoyun Yu; Nan Zhang; Jinde Cao (ASCC, 2015)

Improving Interpretability of CNN Models Using Non-Negative Concept Activation Vectors. - Ruihan Zhang 002; Prashan Madumal; Tim Miller 001; Krista A. Ehinger; Benjamin I. P. Rubinstein (CoRR, 2020)

Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors. - Ruihan Zhang 002; Prashan Madumal; Tim Miller 001; Krista A. Ehinger; Benjamin I. P. Rubinstein (AAAI, 2021)

Explainable Computer Vision with Unsupervised Concept-based Explanations. - Ruihan Zhang 002 (2023)

Visual Evaluative AI: A Hypothesis-Driven Tool with Concept-Based Explanations and Weight of Evidence. - Thao Le 002; Tim Miller 001; Ruihan Zhang 002; Liz Sonenberg; Ronal Singh (CoRR, 2024)