Jacek Mandziuk

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

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Venues

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

Frequent coauthors

Mikolaj Malkinski

×5

Adam Zychowski

×4

Andrew Perrault

×2

Bartlomiej Walczak

×1

Hubert Guzowski

×1

Wojciech Achtelik

×1

Maciej Smolka

×1

Abhishek Gupta

×1

Yew Soon Ong

×1

Xin Yao

×1

Szymon Pawlonka

×1

Papers

Analyzing search behavior of population-based optimization algorithms using graph neural networks
GECCO 2026 ·
Bartlomiej Walczak
,
Hubert Guzowski
,
Wojciech Achtelik
,
Maciej Smolka
, Jacek Mandziuk
A Unified View of Abstract Visual Reasoning Problems
ECML-PKDD 2025 ·
Mikolaj Malkinski
, Jacek Mandziuk
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
IJCAI 2025 ·
Mikolaj Malkinski
, Jacek Mandziuk
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
IJCAI 2025 ·
Mikolaj Malkinski
, Jacek Mandziuk
Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability
GECCO 2025 ·
Adam Zychowski
,
Abhishek Gupta
,
Yew Soon Ong
, Jacek Mandziuk
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution
AAAI 2025 ·
Adam Zychowski
,
Andrew Perrault
, Jacek Mandziuk
Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms
GECCO 2025 ·
Adam Zychowski
,
Xin Yao
, Jacek Mandziuk
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
ICML 2025 ·
Mikolaj Malkinski
,
Szymon Pawlonka
, Jacek Mandziuk
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
AAAI 2024 ·
Adam Zychowski
,
Andrew Perrault
, Jacek Mandziuk
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems
AAAI 2024 ·
Mikolaj Malkinski
, Jacek Mandziuk