SueYeon Chung
Scholar

SueYeon Chung

Google Scholar ID: h7yVv0QAAAAJ
Assistant Professor, Harvard University, Flatiron Institite
Theoretical NeuroscienceNeural NetworksStatistical PhysicsMachine LearningNeural Manifolds
Citations & Impact
All-time
Citations
1,430
 
H-index
17
 
i10-index
22
 
Publications
20
 
Co-authors
18
list available
Resume (English only)
Academic Achievements
  • Published multiple papers on topics such as neural network geometry, representation learning, contrastive self-supervised learning, etc., appearing in journals and conferences like bioRxiv, arXiv, ICML, NeurIPS, among others.
Research Experience
  • Holds research experience as an Assistant Professor at Harvard University, with affiliations to the Kempner Institute for the Study of Natural and Artificial Intelligence, the Center for Brain Science, and a part-time position at the Center for Computational Neuroscience at the Flatiron Institute.
Background
  • Assistant Professor of Physics and Applied Mathematics at Harvard University; Institute Investigator at the Kempner Institute for the Study of Natural and Artificial Intelligence; member in the Center for Brain Science; part-time appointment at the Center for Computational Neuroscience at the Flatiron Institute. Research interests lie at the intersection of computational neuroscience and deep learning, focusing on understanding computation in the brain and artificial neural networks by analyzing geometries underlying neural or feature representations, embedding and transferring information, and developing neural network models and learning rules guided by neuroscience.