LabCompass

Stefano Fiorini

Social Sciences · Indiana University

OpenAlex ORCID
Higher Education Research StudiesImage Processing and 3D ReconstructionConservation, Biodiversity, and Resource Management3D Shape Modeling and AnalysisAdvanced Graph Neural Networks

Publications

40

Citations

494

Est. group size

—

Recurring co-author estimate

Active years

30

Publishing since 1997

Research summary
AI-generated

Stefano Fiorini's publication record spans two distinct strands: machine learning methods for geometric and graph-based problems (such as reconstructing 2D/3D objects from fragments, building maps from images, and designing graph neural networks), and quantitative studies in higher education that examine student outcomes and equity gaps in STEM courses. The work combines technical modeling approaches with data-driven social science research on educational access.

Graph and hypergraph neural networks2D/3D reconstruction and reassemblyDiffusion models for structured dataSTEM education equity and student outcomesEnvironmental anthropology

Publication activity has grown over the last decade, rising notably around 2024 with an average of about four papers per year over the past five years.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 4.0/year recently
2017: 1 publication172018: 1 publication182019: 2 publications19202021: 2 publications212022: 2 publications222023: 3 publications232024: 9 publications9242025: 5 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×9
  • Proceedings of the AAAI Conference on Artificial Intelligence×2
  • AERA Open×1
  • International Journal of STEM Education×1
  • Forest Ecology and Management×1

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 11, 2026.

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