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Jacek Mandziuk

10 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×3GECCO ×3IJCAI ×2ECML-PKDD ×1ICML ×1

Frequent coauthors

Mikolaj Malkinski
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Adam Zychowski
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Bartlomiej Walczak
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Papers

  1. Analyzing search behavior of population-based optimization algorithms using graph neural networks
    GECCO 2026 ·
    Bartlomiej Walczak
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  2. A Unified View of Abstract Visual Reasoning Problems
    ECML-PKDD 2025 ·
    Mikolaj Malkinski
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  3. A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
    IJCAI 2025 ·
    Mikolaj Malkinski
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  4. Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
    IJCAI 2025 ·
    Mikolaj Malkinski
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  5. Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability
    GECCO 2025 ·
    Adam Zychowski
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  6. Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution
    AAAI 2025 ·
    Adam Zychowski
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  7. Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms
    GECCO 2025 ·
    Adam Zychowski
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  8. Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
    ICML 2025 ·
    Mikolaj Malkinski
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  9. Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
    AAAI 2024 ·
    Adam Zychowski
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  10. One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems
    AAAI 2024 ·
    Mikolaj Malkinski
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