PPaperPicks

Lukasz Golab

University of Waterloo, Canada

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

DBLP profile ↗ORCID 0000-0003-0632-7496 ↗Homepage ↗

Venues

ICDE ×14EDBT ×3AAAI ×2VLDB ×1

Frequent coauthors

Jaroslaw Szlichta
×18
Parke Godfrey
×16
Divesh Srivastava
×12
Joel Rorseth
×7
Andrew Chai
×2
Alexander Bianchi
×2
Vincent Corvinelli
×2
Calisto Zuzarte
×2
Robin Cohen
×2
Kiarash Golzadeh
×2
Andy Yu
×2
Katherine Ling
×1

Papers

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