Yimeng Chen
Scholar

Yimeng Chen

Google Scholar ID: KalhG8AAAAAJ
King Abdullah University of Science and Technology
Machine LearningNatural Language Processing
Citations & Impact
All-time
Citations
127
 
H-index
7
 
i10-index
5
 
Publications
11
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Published a study on purifying adversarial samples with diffusion models at ICML 2022.
  • At NeurIPS 2019, published a paper studying the geometrical properties of representations learned by neural networks.
  • Had a paper on shortcut removal from a causal perspective at AISTATS 2022.
  • Published work on counterfactual invariance to spurious correlations at NeurIPS 2021, induced by a causal perspective of stress tests.
  • Presented an inspiring work at ICLR 2020 about realizing the potential of generative models for downstream discriminative tasks.
Research Experience
  • Focuses on research in machine learning, natural language processing, and applied mathematics.
Education
  • PhD candidate, Beijing, China.
Background
  • A researcher in the field of AI.
Miscellany
  • Shares thoughts on recent fantastic works in his personal blog.