PPaperPicks

Julia Stoyanovich

New York University, NY, USA

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1587-0450 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×4SIGMOD ×3VLDB ×3CHI ×1ECAI ×1EDBT ×1EMNLP ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Andrew Bell
×4
Lucas Rosenblatt
×3
João Fonseca
×3
Falaah Arif Khan
×3
Denys Herasymuk
×2
Armanda Lewis
×2
Lucius E. J. Bynum
×2
Felix S. Campbell
×2
Yuval Moskovitch
×2
Viktoriia Makovska
×1
Ihor Michurin
×1
Mariia Tokhtamysh
×1

Papers

  1. Seasoning Data Modeling Education with GARLIC: A Participatory Co-Design Framework
    EDBT 2026 ·
    Viktoriia Makovska
    ,
    Ihor Michurin
    ,
    Mariia Tokhtamysh
    ,
    George Fletcher
    , Julia Stoyanovich
  2. Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
    NeurIPS 2025 ·
    Shlomi Hod
    ,
    Lucas Rosenblatt
    , Julia Stoyanovich
  3. From Benchmarking to Understanding FairML
    ECAI 2025 ·
    Mykola Pechenizkiy
    ,
    Hilde J. P. Weerts
    ,
    Cassio de Campos
    ,
    Yuya Sasaki
    , Julia Stoyanovich
  4. Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice
    AAAI 2025 ·
    Andrew Bell
    , Julia Stoyanovich
  5. SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs
    EMNLP 2025 ·
    João Fonseca
    ,
    Andrew Bell
    , Julia Stoyanovich
  6. ShaRP: Explaining Rankings and Preferences with Shapley Values
    VLDB 2025 ·
    Venetia Pliatsika
    ,
    João Fonseca
    ,
    Kateryna Akhynko
    ,
    Ivan Shevchenko
    , Julia Stoyanovich
  7. Still More Shades of Null: An Evaluation Suite for Responsible Missing Value Imputation [Experiment, Analysis and Benchmark]
    VLDB 2025 ·
    Falaah Arif Khan
    ,
    Denys Herasymuk
    ,
    Nazar Protsiv
    , Julia Stoyanovich
  8. Using Case Studies to Teach Responsible AI to Industry Practitioners
    AAAI 2025 · Julia Stoyanovich,
    Rodrigo Kreis de Paula
    ,
    Armanda Lewis
    ,
    Chloe Zheng
  9. We Are AI: Taking Control of Technology
    AAAI 2025 · Julia Stoyanovich,
    Armanda Lewis
    ,
    Eric Corbett
    ,
    Lucius E. J. Bynum
    ,
    Lucas Rosenblatt
    ,
    Falaah Arif Khan
  10. A New Paradigm for Counterfactual Reasoning in Fairness and Recourse
    IJCAI 2024 ·
    Lucius E. J. Bynum
    ,
    Joshua R. Loftus
    , Julia Stoyanovich
  11. A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy
    AAAI 2024 ·
    Lucas Rosenblatt
    , Julia Stoyanovich,
    Christopher Musco
  12. Making Transparency Influencers: A Case Study of an Educational Approach to Improve Responsible AI Practices in News and Media
    CHI 2024 ·
    Andrew Bell
    , Julia Stoyanovich
  13. Query Refinement for Diverse Top-k Selection
    SIGMOD 2024 ·
    Felix S. Campbell
    ,
    Alon Silberstein
    , Julia Stoyanovich,
    Yuval Moskovitch
  14. Responsible Model Selection with Virny and VirnyView
    SIGMOD 2024 ·
    Denys Herasymuk
    ,
    Falaah Arif Khan
    , Julia Stoyanovich
  15. Rodeo: Making Refinements for Diverse Top-k Queries
    VLDB 2024 ·
    Felix S. Campbell
    , Julia Stoyanovich,
    Yuval Moskovitch
  16. The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness
    SIGMOD 2024 ·
    Andrew Bell
    ,
    João Fonseca
    , Julia Stoyanovich