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Jennifer G. Dy

10 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AISTATS ×3NeurIPS ×3AAAI ×1EMNLP ×1ICLR ×1WACV ×1

Frequent coauthors

Davin Hill
×5
Aria Masoomi
×5
Max Torop
×3
Stratis Ioannidis
×2
Joshua T. Bone
×2
Masih Eskandar
×2
Elifnur Sunger
×1
Tales Imbiriba
×1
J. Peter Campbell
×1
Deniz Erdogmus
×1
Lukas Miklautz
×1
Chengzhi Shi
×1

Papers

  1. SSplain: Sparse and Smooth Explainer for Retinopathy of Prematurity Classification
    WACV 2026 ·
    Elifnur Sunger
    ,
    Tales Imbiriba
    ,
    J. Peter Campbell
    ,
    Deniz Erdogmus
    ,
    Stratis Ioannidis
    , Jennifer G. Dy
  2. Axiomatic Explainer Globalness via Optimal Transport
    AISTATS 2025 ·
    Davin Hill
    ,
    Joshua T. Bone
    ,
    Aria Masoomi
    ,
    Max Torop
    , Jennifer G. Dy
  3. DISCO: Disentangled Communication Steering for Large Language Models
    NeurIPS 2025 ·
    Max Torop
    ,
    Aria Masoomi
    ,
    Masih Eskandar
    , Jennifer G. Dy
  4. H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
    NeurIPS 2025 ·
    Lukas Miklautz
    ,
    Chengzhi Shi
    ,
    Andrii Shkabrii
    ,
    Theodoros-Thirimachos Davarakis
    ,
    Prudence Lam
    ,
    Claudia Plant
    , Jennifer G. Dy,
    Stratis Ioannidis
  5. Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
    EMNLP 2025 ·
    Ziniu Zhang
    ,
    Zhenshuo Zhang
    ,
    Dongyue Li
    ,
    Lu Wang
    , Jennifer G. Dy,
    Hongyang R. Zhang
  6. OrdShap: Feature Position Importance for Sequential Black-Box Models
    NeurIPS 2025 ·
    Davin Hill
    ,
    Brian L. Hill
    ,
    Aria Masoomi
    ,
    Vijay S. Nori
    ,
    Robert E. Tillman
    , Jennifer G. Dy
  7. STAR: Stability-Inducing Weight Perturbation for Continual Learning
    ICLR 2025 ·
    Masih Eskandar
    ,
    Tooba Imtiaz
    ,
    Davin Hill
    ,
    Zifeng Wang
    , Jennifer G. Dy
  8. Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions
    AISTATS 2024 ·
    Zulqarnain Khan
    ,
    Davin Hill
    ,
    Aria Masoomi
    ,
    Joshua T. Bone
    , Jennifer G. Dy
  9. Boundary-Aware Uncertainty for Feature Attribution Explainers
    AISTATS 2024 ·
    Davin Hill
    ,
    Aria Masoomi
    ,
    Max Torop
    ,
    Sandesh Ghimire
    , Jennifer G. Dy
  10. Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2024, February 20-27, 2024, Vancouver, Canada
    AAAI 2024 ·
    Michael J. Wooldridge
    , Jennifer G. Dy,
    Sriraam Natarajan