Yiwei Yang
Scholar

Yiwei Yang

Google Scholar ID: -ZAORukAAAAJ
PhD student, University of Washington
Machine LearningMultimodality
Citations & Impact
All-time
Citations
242
 
H-index
7
 
i10-index
7
 
Publications
11
 
Co-authors
8
list available
Contact
Resume (English only)
Academic Achievements
  • Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations? (ICML 2025 R2-FM, NeurIPS 2025)
  • Label-Efficient Group Robustness via Out-of-Distribution Concept Curation (CVPR 2024)
  • Towards Zero-shot Annotation of the Built Environment with Vision-Language Models (SIGSPATIAL 2024)
  • Laboratory-scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings (FAccT 2024)
  • Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness (HICSS 2024)
  • Regularizing Model Gradients with Concepts to Improve Robustness to Spurious Correlations (ICML SCIS 2023)
  • Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias (FAccT 2023)