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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
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Joshua DeOliveira
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Kathleen Cachel
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Noura Alghamdi
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Dennis M. Hofmann
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Ruofan Hu
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Jidapa Thadajarassiri
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Liang Zhang
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Dongyu Zhang
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Peter M. VanNostrand
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Huayi Zhang
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Papers

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