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Publications and Contributions

• Workshop Paper
  Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations? (2025)

  Workshop on Reliable and Responsible Foundation Models (ICML '25) Authors: Yiwei Yang, Chung Peng Lee, Shangbin Feng, Dora Zhao, Bingbing Wen, Anthony Zhe Liu, Yulia Tsvetkov, William G Howe
• Conference Paper
  Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations? (2025)

  Proceedings of the Neural Information Processing Systems (NeruIPS '25) Authors: Yiwei Yang, Chung Peng Lee, Shangbin Fang, Dora Zhao, Bingbing Wen, Anthony Z. Liu, Yulia Tsvetkov, William G Howe
• Conference Paper
  (2024)

  Proceedings of the 57th Hawaii International Conference on System Science, pp. 6868-6877 Authors: Yiwei Yang, William G Howe
• Conference Poster
  (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
  (2024)

  The 2024 ACM Conference on Fairness, Accountability, and Transparency, pp. 1100-1210 Authors: Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva M Brown, Zening Qu, Nicholas Weber, 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