LabCompass

Xinyi Xu

Mathematics · The Ohio State University

Mid career · publishing since 2004

Publications

61

Citations

509

Est. group size

Recurring co-author estimate

Active years

23

Publishing since 2004

Research summary
AI-generated

This name appears to be associated with a mix of statistics research topics, including Bayesian methods, spatial modeling, dimension reduction, and data valuation in machine learning, alongside seemingly unrelated work on geophysical signal estimation and applied mathematics problems. Given the diversity of topics and venues, the publication record may represent contributions from more than one researcher sharing this name. Prospective students should verify which specific line of work and institutional affiliation corresponds to the advisor they are considering.

Bayesian and statistical inference methodsHigh-dimensional data analysis and dimension reductionData valuation and federated learningGeophysical signal/impedance estimationApplied mathematical modeling

Publication output over the last decade has fluctuated rather than shown a clear steady trend, with a dip around 2020 and 2023 followed by an increase in 2024-2025.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 3.8/year recently
2017: 4 publications172018: 6 publications182019: 7 publications7192020: 3 publications202021: 6 publications212022: 5 publications222023: 1 publication232024: 4 publications242025: 7 publications7252026: 2 publications26
Recent publications
Publishes in
  • Statistical Theory and Related Fields×4
  • Journal of Statistical Computation and Simulation×4
  • arXiv (Cornell University)×4
  • Statistics in Medicine×3
  • IEEE Transactions on Geoscience and Remote Sensing×2
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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