Publications and Contributions

• Conference Paper
  Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness (2024)

  Proceedings of the 57th Hawaii International Conference on System Science, pp. 6868-6877 Authors: Yiwei Yang, William G Howe
• Conference Poster
  Label-Efficient Group Robustness via Out-of-Distribution Concept Curation (2024)

  Conference on Computer Vision and Pattern Recognition (CVPR 2024) Authors: Yiwei Yang, Anthony Zhe Liu, Robert Wolfe, Aylin Caliskan, William G Howe
• Conference Paper
  Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias (2023)

  Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, pp. 1174–1185 Authors: Robert Wolfe, Yiwei Yang, William G Howe, Aylin Caliskan
• Conference Poster
  Regularizing Model Gradients with Concepts to Improve Robustness to Spurious Correlations (2023)

  Fortieth International Conference on Machine Learning Workshop on Spurious Correlations, Invariance, and Stability (ICML SCIS 2023) Authors: Yiwei Yang, Anthony Zhe Liu, Robert Wolfe, Aylin Caliskan, William G Howe