PPaperPicks

Tias Guns

15 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×5CP ×4ECAI ×3NeurIPS ×2IJCAI ×1

Frequent coauthors

Senne Berden
×5
Ignace Bleukx
×4
Dimosthenis C. Tsouros
×4
Jayanta Mandi
×4
Marco Foschini
×3
Marianne Defresne
×3
Bart Bogaerts
×3
Emilio Gamba
×2
Peter J. Stuckey
×2
Ali Irfan Mahmutogullari
×2
Lucas Kletzander
×1
Hendrik Bierlee
×1

Papers

  1. From CP Modeling to Preference Elicitation in HMLV Assembly Problems
    CP 2026 ·
    Marco Foschini
    ,
    Emilio Gamba
    ,
    Lucas Kletzander
    , Tias Guns
  2. Preference Elicitation for Step-Wise Explanations in Logic Puzzles
    AAAI 2026 ·
    Marco Foschini
    ,
    Marianne Defresne
    ,
    Emilio Gamba
    ,
    Bart Bogaerts
    , Tias Guns
  3. Table Constraints for Integer Programming
    CP 2026 ·
    Hendrik Bierlee
    ,
    Wout Piessens
    , Tias Guns,
    Peter J. Stuckey
  4. Towards Step-Wise Explanations of Large Search Trees (Short Paper)
    CP 2026 ·
    Ignace Bleukx
    ,
    Peter J. Stuckey
    , Tias Guns
  5. Using Certifying Constraint Solvers for Generating Step-wise Explanations
    AAAI 2026 ·
    Ignace Bleukx
    ,
    Maarten Flippo
    ,
    Bart Bogaerts
    ,
    Emir Demirovic
    , Tias Guns
  6. CP-Bench: Evaluating Large Language Models for Constraint Modelling
    ECAI 2025 ·
    Kostis Michailidis
    ,
    Dimos Tsouros
    , Tias Guns
  7. Exploiting Symmetries in MUS Computation
    AAAI 2025 ·
    Ignace Bleukx
    ,
    Hélène Verhaeghe
    ,
    Bart Bogaerts
    , Tias Guns
  8. Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints
    NeurIPS 2025 ·
    Jayanta Mandi
    ,
    Marianne Defresne
    ,
    Senne Berden
    , Tias Guns
  9. Generalizing Constraint Models in Constraint Acquisition
    AAAI 2025 ·
    Dimos Tsouros
    ,
    Senne Berden
    ,
    Steven Prestwich
    , Tias Guns
  10. Minimizing Surrogate Losses for Decision-Focused Learning Using Differentiable Optimization
    ECAI 2025 ·
    Jayanta Mandi
    ,
    Ali Irfan Mahmutogullari
    ,
    Senne Berden
    , Tias Guns
  11. Modeling and Explaining an Industrial Workforce Allocation and Scheduling Problem
    CP 2025 ·
    Ignace Bleukx
    ,
    Ryma Boumazouza
    , Tias Guns,
    Nadine Laage
    ,
    Guillaume Povéda
  12. Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation
    IJCAI 2025 ·
    Marianne Defresne
    ,
    Jayanta Mandi
    , Tias Guns
  13. Solver-Free Decision-Focused Learning for Linear Optimization Problems
    NeurIPS 2025 ·
    Senne Berden
    ,
    Ali Irfan Mahmutogullari
    ,
    Dimos Tsouros
    , Tias Guns
  14. Decision-Focused Learning to Predict Action Costs for Planning
    ECAI 2024 ·
    Jayanta Mandi
    ,
    Marco Foschini
    ,
    Daniel Höller
    ,
    Sylvie Thiébaux
    ,
    Jörg Hoffmann
    , Tias Guns
  15. Learning to Learn in Interactive Constraint Acquisition
    AAAI 2024 ·
    Dimosthenis C. Tsouros
    ,
    Senne Berden
    , Tias Guns