Yongyi Yang
Scholar

Yongyi Yang

Google Scholar ID: EmL0jD0AAAAJ
University of Michigan
Machine learningGraph neural networks
Citations & Impact
All-time
Citations
327
 
H-index
10
 
i10-index
10
 
Publications
15
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • Published at ICLR 2025: 'In-Context Learning of Representations'
  • Published at ICLR 2025: 'Swing-by Dynamics in Concept Learning and Compositional Generalization'
  • Published at SIGMOD 2025: 'Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors...'
  • Published at NeurIPS 2023: 'Going Beyond Linear Mode Connectivity...'
  • Published at ICML 2023: 'Are Neurons Actually Collapsed?...'
  • Published two papers at NeurIPS 2022: 'Descent Steps of a Relation-Aware Energy...' and 'Transformers from an Optimization Perspective'
  • Published at ICLR 2022: 'Why Propagate Alone?...'
  • Published at ICML 2021 (long talk): 'Graph Neural Networks Inspired by Classical Iterative Algorithms'
  • Published in JMLR vol. 26 (2025): 'Implicit vs Unfolded Graph Neural Networks'
  • Multiple arXiv preprints on deep learning theory, quantization, and graph neural networks