PPaperPicks

Elke A. Rundensteiner

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

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Venues

AAAI ×3CIKM ×2ICDE ×2SIGMOD ×2VLDB ×2EDBT ×1SDM ×1SIGKDD ×1

Frequent coauthors

Lei Ma
×4
Peter M. VanNostrand
×4
Dennis M. Hofmann
×4
Lei Cao
×4
Joshua DeOliveira
×3
Walter Gerych
×3
Huayi Zhang
×3
Khalid Alnuaim
×2
Mohamed Y. Eltabakh
×2
Ruofan Hu
×2
Dongyu Zhang
×2
Kathleen Cachel
×2

Papers

  1. Krone: Hierarchical and Modular Log Anomaly Detection
    ICDE 2026 ·
    Lei Ma
    ,
    Jinyang Liu
    ,
    Tieying Zhang
    ,
    Peter M. VanNostrand
    ,
    Dennis M. Hofmann
    ,
    Lei Cao
    , Elke A. Rundensteiner,
    Jianjun Chen
  2. Neural Tangent Kernels Under Stochastic Data Augmentation
    AAAI 2026 ·
    Joshua DeOliveira
    ,
    Sajal Chakroborty
    ,
    Walter Gerych
    , Elke A. Rundensteiner
  3. Scalable Convergence Queries on Time Series Compounds
    EDBT 2026 ·
    Noura Alghamdi
    ,
    Khalid Alnuaim
    ,
    Xiaoshuai Li
    , Elke A. Rundensteiner,
    Mohamed Y. Eltabakh
  4. Agree to Disagree: Robust Anomaly Detection with Noisy Labels
    SIGMOD 2025 ·
    Dennis M. Hofmann
    ,
    Peter M. VanNostrand
    ,
    Lei Ma
    ,
    Huayi Zhang
    ,
    Joshua DeOliveira
    ,
    Lei Cao
    , Elke A. Rundensteiner
  5. CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels
    SIGKDD 2025 ·
    Ruofan Hu
    ,
    Dongyu Zhang
    ,
    Huayi Zhang
    , Elke A. Rundensteiner
  6. The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training
    AAAI 2025 ·
    Joshua DeOliveira
    ,
    Walter Gerych
    , Elke A. Rundensteiner
  7. Amalgamating Multi-Task Models with Heterogeneous Architectures
    AAAI 2024 ·
    Jidapa Thadajarassiri
    ,
    Walter Gerych
    ,
    Xiangnan Kong
    , Elke A. Rundensteiner
  8. CLIMBER: Pivot-Based Approximate Similarity Search Over Big Data Series
    ICDE 2024 ·
    Liang Zhang
    ,
    Mohamed Y. Eltabakh
    , Elke A. Rundensteiner,
    Khalid Alnuaim
  9. CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance
    SDM 2024 ·
    Dongyu Zhang
    ,
    Ruofan Hu
    , Elke A. Rundensteiner
  10. Counterfactual Explanation Analytics: Empowering Lay Users to Take Action Against Consequential Automated Decisions
    VLDB 2024 ·
    Peter M. VanNostrand
    ,
    Dennis M. Hofmann
    ,
    Lei Ma
    ,
    Belisha Genin
    ,
    Randy Huang
    , Elke A. Rundensteiner
  11. FairRankTune: A Python Toolkit for Fair Ranking Tasks
    CIKM 2024 ·
    Kathleen Cachel
    , Elke A. Rundensteiner
  12. MetaStore: Analyzing Deep Learning Meta-Data at Scale
    VLDB 2024 ·
    Huayi Zhang
    ,
    Binwei Yan
    ,
    Lei Cao
    ,
    Samuel Madden
    , Elke A. Rundensteiner
  13. Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data
    SIGMOD 2024 ·
    Lei Ma
    ,
    Lei Cao
    ,
    Peter M. VanNostrand
    ,
    Dennis M. Hofmann
    ,
    Yao Su
    , Elke A. Rundensteiner
  14. Wise Fusion: Group Fairness Enhanced Rank Fusion
    CIKM 2024 ·
    Kathleen Cachel
    , Elke A. Rundensteiner