Jacek Mańdziuk
11 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (7)
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(6)
🏆
Keyword Champion
(4)
🧬
Topic Evolution
🗃️
Keyword Collector
(52)
💎
Century Club
(11)
🚀
Conference Pioneer
Conferences
AAAI (6)
IJCAI (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
raven's progressive matrice
(4)
neural network
(3)
abstract visual reasoning
(3)
transfer learning
(2)
mixed nash equilibrium
(2)
imperfect information
(2)
adversarial robustness
(2)
coevolutionary algorithm
(2)
memetic algorithm
(2)
visual reasoning
(2)
evolutionary algorithm
(2)
abstract reasoning
(2)
neural architecture
(1)
game theory
(1)
out-of-distribution generalization
(1)
deep learning
(1)
robust optimization
(1)
extensive-form game
(1)
knowledge transfer
(1)
zero-sum game
(1)
Papers
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
IJCAI 2025
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution
AAAI 2025
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
ICML 2025
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
IJCAI 2025
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems
AAAI 2024
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
AAAI 2024
Don’t Predict Counterfactual Values, Predict Expected Values Instead
AAAI 2023
Evolutionary Approach to Security Games with Signaling
IJCAI 2022
Duel-based Deep Learning system for solving IQ tests
AISTATS 2022
Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games
AAAI 2020
A Memetic Approach for Sequential Security Games on a Plane with Moving Targets
AAAI 2019