Scholar
Xinyi Wu
Google Scholar ID: 8XLc5hsAAAAJ
MIT
Citations & Impact
Citations
208
H-index
5
i10-index
4
Publications
11
Co-authors
19
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Background
- Fifth-year Ph.D. student at the Institute for Data, Systems, and Society (IDSS), Massachusetts Institute of Technology (MIT)
- Affiliated with the Laboratory for Information and Decision Systems (LIDS)
- Broadly interested in dynamical systems, network science, and machine learning on combinatorial structures and relational data
- Leverages graphs to model and reason about dependencies in interconnected systems, aiming to develop principled and practical solutions to complex problems
- Theoretical focus: understanding attention mechanisms in graph neural networks and transformers through a graph-theoretic lens, exploring how they give rise to 'intelligence' beyond scaling laws
- Applied focus: developing scalable machine learning solutions for large-scale recommender systems and applying graph-based techniques to uncover patterns and insights in data
