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Lukasz Golab

University of Waterloo, Canada

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

ICDE ×14EDBT ×3AAAI ×2VLDB ×1

Frequent coauthors

Joel Rorseth
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Parke Godfrey
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Andrew Chai
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Kiarash Golzadeh
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Andy Yu
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Katherine Ling
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Kathryn Carbone
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Ali Falahati
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Moein Shirdel
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Anastasiia Avksientieva
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Liam Hebert
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Papers

  1. CORAL: COncept-Based Explanations for RAG LLMS
    ICDE 2026 ·
    Katherine Ling
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  2. GeX: Guiding Tuning of Db2 With Explainable AI
    ICDE 2026 ·
    Andrew Chai
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  3. HEX: Olap-Enabled Hierarchical Explanations
    ICDE 2026 ·
    Kathryn Carbone
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  4. Model Slicing: A Data Engineering Perspective
    ICDE 2026 ·
    Parke Godfrey
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  5. Model Slicing: A Data Engineering Perspective
    ICDE 2026 ·
    Parke Godfrey
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  6. RUBEN: Rule-Based Explanations for Retrieval-Augmented LLM Systems
    ICDE 2026 ·
    Joel Rorseth
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  7. Recovering Structure in Unstructured LLM Outputs
    ICDE 2026 ·
    Joel Rorseth
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  8. The Alignment Game: A Theory of Long-Horizon Alignment Through Recursive Curation
    AAAI 2026 ·
    Ali Falahati
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  9. Tuning IBM Db2 with Explainable AI
    ICDE 2026 ·
    Andrew Chai
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  10. AprèsCoT: Explaining LLM Answers with Knowledge Graphs and Chain of Thought
    EDBT 2025 ·
    Moein Shirdel
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  11. Explaining Expert Search and Team Formation Systems with ExES
    ICDE 2025 ·
    Kiarash Golzadeh
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  12. LADYBUG: an LLM Agent DeBUGger for data-driven applications
    EDBT 2025 ·
    Joel Rorseth
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  13. Model Slicing for Responsible AI
    VLDB 2025 ·
    Parke Godfrey
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  14. REACT: REcourse Analysis with Counterfactuals and Explanation Tables
    EDBT 2025 ·
    Anastasiia Avksientieva
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  15. CAMO: Explaining Consensus Across MOdels
    ICDE 2024 ·
    Andy Yu
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  16. Explaining Expert Search Systems with ExES
    ICDE 2024 ·
    Kiarash Golzadeh
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  17. Exploring the Space of Model Comparisons
    ICDE 2024 ·
    Andy Yu
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  18. Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media
    AAAI 2024 ·
    Liam Hebert
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  19. RAGE Against the Machine: Retrieval-Augmented LLM Explanations
    ICDE 2024 ·
    Joel Rorseth
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  20. Towards Explainability in Retrieval-Augmented LLMs
    ICDE 2024 ·
    Joel Rorseth
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